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Major | Gender | Career | Ethnicity | First Generation Students | Dependents | Medical Condition | Medical Care | Analysis

Function

To begin, let’s explore the function we created to run all of this statistical analysis:

mysubsetMDS <- function(x){
  mysubset <- df %>% 
    select(starts_with(x))
  
  meta <- metaMDS(mysubset)
  MDS_df <- data.frame(MDS1=meta$points[,1],MDS2=meta$points[,2]) %>%
    cbind(demo)
  return(MDS_df)
}


In English, this function allows us to run the MDS according to each subset of demographic and each subset of question type that we want. Obviously, in this page, we are exploring Gender.

Question Types

Science Identity

Let’s explore the science identity subset of questions first. Running our function we created and plotting it, we are left with this image of the plot:

This is great and all, but let’s run an adonis test to see if there is a significant difference in how different genders responded to science identity questions:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$gender   4    0.2514 0.062850  1.9936 0.02532   0.13
## Residuals   307    9.6785 0.031526         0.97468       
## Total       311    9.9299                  1.00000       
## 
## $call
## adonis(formula = si ~ demo$gender)
## 
## $coefficients
##                     si1         si2        si3        si4        si5
## (Intercept)   3.7343318  4.04510532  3.4017610  3.4605922  3.8791868
## demo$gender1 -0.6017352 -0.60864123 -0.6117058 -0.3998187 -0.7410653
## demo$gender2 -0.1952693 -0.25604282 -0.1830110 -0.2184047 -0.6213743
## demo$gender3  0.2656682 -0.04510532  1.5982390  0.5394078  1.1208132
## demo$gender4 -0.7343318  0.95489468 -0.4017610 -0.4605922  0.1208132
## 
## $coef.sites
##                        1            2            3           4           5
## (Intercept)   0.15139395  0.107450922  0.167552847  0.39479101  0.14141196
## demo$gender1  0.06684231  0.081797532  0.016141259 -0.06489952  0.08089377
## demo$gender2  0.02090412  0.040053981  0.002955798 -0.03058093  0.03844515
## demo$gender3 -0.03511488 -0.012212827  0.021636342  0.07187566 -0.07474529
## demo$gender4 -0.02318882 -0.002187764 -0.016037695 -0.01017563 -0.01946074
##                        6           7           8             9           10
## (Intercept)   0.12407230  0.20159513  0.14110162  0.1109137352  0.140972720
## demo$gender1  0.03385526 -0.01273017  0.08233952  0.0513179619  0.058712871
## demo$gender2  0.01053227 -0.01303883  0.03606838  0.0176805537  0.016084989
## demo$gender3  0.03382243  0.05554772 -0.07443495 -0.0109137352  0.001884423
## demo$gender4 -0.06524877 -0.04030481 -0.01915040  0.0001973759 -0.035709562
##                        11            12           13           14          15
## (Intercept)   0.498805837  0.1474977254  0.102907940  0.102907940  0.14338607
## demo$gender1 -0.076486834  0.0188997729  0.073683790  0.073683790  0.06064528
## demo$gender2 -0.036985765  0.0006379805  0.032157823  0.032157823  0.01901169
## demo$gender3  0.072622734  0.0416914638 -0.055288892 -0.055288892 -0.04814798
## demo$gender4  0.001194163 -0.0565886345  0.002355218  0.002355218 -0.03812292
##                       16          17           18          19           20
## (Intercept)   0.12520741  0.11141478  0.183849379  0.12101613  0.206978062
## demo$gender1  0.05859648  0.07935313  0.019456544  0.08686372 -0.005365751
## demo$gender2  0.01652449  0.03502995  0.008398783  0.03765652 -0.004254453
## demo$gender3 -0.02996931 -0.04164733  0.038372843 -0.03010704  0.050164795
## demo$gender4 -0.01994425 -0.03449170 -0.058849379 -0.02101613 -0.045687740
##                      21           22          23           24           25
## (Intercept)  0.14295563  0.139189179  0.10955462  0.170292686  0.132252681
## demo$gender1 0.04636966  0.026102838  0.06751005  0.024871879  0.047814282
## demo$gender2 0.01319898  0.004811791  0.02997891  0.002444696  0.014934329
## demo$gender3 0.00704437  0.018705558 -0.03638388  0.018896503 -0.010301461
## demo$gender4 0.02371104 -0.021542120 -0.02847354 -0.018777535  0.002882454
##                        26           27           28          29          30
## (Intercept)   0.158879113  0.102907940  0.228679355  0.11797890  0.27396991
## demo$gender1  0.094385722  0.073683790 -0.001562517  0.04401636 -0.02704396
## demo$gender2  0.044520020  0.032157823 -0.007469940  0.01491984 -0.01608154
## demo$gender3 -0.095049325 -0.055288892  0.028463503  0.01022623  0.05936343
## demo$gender4  0.003911585  0.002355218 -0.002872903 -0.03226461 -0.03259060
##                       31           32           33          34          35
## (Intercept)   0.26624344  0.102907940  0.446069585  0.23105226  0.12407230
## demo$gender1 -0.04080577  0.073683790 -0.068281337 -0.02752074  0.03385526
## demo$gender2 -0.02549913  0.032157823 -0.032232768 -0.02344012  0.01053227
## demo$gender3  0.06708989 -0.055288892  0.071171794  0.06306539  0.03382243
## demo$gender4 -0.02486413  0.002355218 -0.006069585 -0.03105226 -0.06524877
##                        36           37          38          39            40
## (Intercept)   0.203135270  0.132252681  0.12520741  0.09689032  0.1474977254
## demo$gender1 -0.009372716  0.047814282  0.05859648  0.07355746  0.0188997729
## demo$gender2 -0.011775865  0.014934329  0.01652449  0.03722065  0.0006379805
## demo$gender3  0.054007587 -0.010301461 -0.02996931 -0.02371959  0.0416914638
## demo$gender4 -0.041844948  0.002882454 -0.01994425 -0.01580924 -0.0565886345
##                        41           42          43            44          45
## (Intercept)   0.155040863  0.155040863  0.11675175  0.1109137352  0.34627112
## demo$gender1  0.062811507  0.062811507  0.04172953  0.0513179619 -0.06230985
## demo$gender2  0.018544850  0.018544850  0.01352522  0.0176805537 -0.03087529
## demo$gender3 -0.064131772 -0.064131772  0.01145338 -0.0109137352  0.07308372
## demo$gender4 -0.005040863 -0.005040863 -0.03103746  0.0001973759 -0.01293779
##                         46           47          48           49           50
## (Intercept)   0.1474977254  0.558790358  0.13380085  0.173504706  0.147279272
## demo$gender1  0.0188997729 -0.082661343  0.05747260  0.004674047  0.017438891
## demo$gender2  0.0006379805 -0.035814603  0.02755569 -0.007852741  0.001443501
## demo$gender3  0.0416914638  0.070839271 -0.03380085  0.048717517  0.041909917
## demo$gender4 -0.0565886345  0.006427033 -0.02268974 -0.048504706 -0.056370181
##                        51          52          53           54           55
## (Intercept)   0.158879113  0.23480434  0.24037795  0.149492129  0.123979317
## demo$gender1  0.094385722 -0.02499265 -0.01595425  0.089290396  0.051831554
## demo$gender2  0.044520020 -0.01471199 -0.01858848  0.038463234  0.025105903
## demo$gender3 -0.095049325  0.05931331  0.01676491 -0.062535607  0.004225811
## demo$gender4  0.003911585 -0.03480434 -0.01457150 -0.006634986 -0.038265032
##                        56           57           58           59           60
## (Intercept)   0.206720446  0.140457564  0.122730915  0.102907940  0.442987859
## demo$gender1  0.001827115  0.028464119  0.042907710  0.073683790 -0.074719036
## demo$gender2 -0.012220169  0.006255666  0.008910765  0.032157823 -0.035040248
## demo$gender3  0.050422411  0.017437173 -0.022730915 -0.055288892  0.074253520
## demo$gender4 -0.045430123 -0.022810505 -0.011619804  0.002355218 -0.002987859
##                         61          62          63            64           65
## (Intercept)   0.1109137352  0.11679503  0.11797890  0.2064839822  0.147279272
## demo$gender1  0.0513179619  0.05212233  0.04401636  0.0002474343  0.017438891
## demo$gender2  0.0176805537  0.01303382  0.01491984 -0.0113498795  0.001443501
## demo$gender3 -0.0109137352 -0.04362430  0.01022623  0.0506588749  0.041909917
## demo$gender4  0.0001973759  0.01834010 -0.03226461 -0.0451936597 -0.056370181
##                        66           67          68           69           70
## (Intercept)   0.282140898  0.149492129  0.14372280  0.214655075  0.201470071
## demo$gender1 -0.011846725  0.089290396  0.03257094  0.011749878  0.014975214
## demo$gender2 -0.006765805  0.038463234  0.01194455  0.001660954  0.003242189
## demo$gender3  0.051192435 -0.062535607  0.01417194  0.042487782  0.020752151
## demo$gender4 -0.040761588 -0.006634986 -0.02607574 -0.053364752 -0.013970071
##                        71          72          73           74           75
## (Intercept)   0.261403624  0.11675175  0.12500348  0.178013146  0.158879113
## demo$gender1 -0.016001105  0.04172953  0.05275977  0.012655305  0.094385722
## demo$gender2 -0.010572337  0.01352522  0.02725017 -0.002308678  0.044520020
## demo$gender3  0.032714023  0.01145338  0.00320165  0.044209076 -0.095049325
## demo$gender4  0.005263043 -0.03103746 -0.03928919 -0.053013146  0.003911585
##                       76           77          78          79          80
## (Intercept)   0.11528767  0.123979317  0.13992459  0.19972504  0.11472717
## demo$gender1  0.05872817  0.051831554  0.08245972 -0.01234248  0.07192695
## demo$gender2  0.02631612  0.025105903  0.03448428 -0.01903680  0.04107966
## demo$gender3 -0.01528767  0.004225811 -0.02881348  0.05741782 -0.04155643
## demo$gender4 -0.05973211 -0.038265032 -0.01797337 -0.03843471 -0.03364608
##                       81           82          83          84           85
## (Intercept)   0.11472717  0.163075669  0.19972504  0.13380085  0.195828966
## demo$gender1  0.07192695  0.010916909 -0.01234248  0.05747260  0.005986120
## demo$gender2  0.04107966 -0.005251386 -0.01903680  0.02755569 -0.004692032
## demo$gender3 -0.04155643  0.026113520  0.05741782 -0.03380085  0.026393256
## demo$gender4 -0.03364608 -0.011560517 -0.03843471 -0.02268974 -0.008328966
##                       86           87           88          89          90
## (Intercept)   0.12407230  0.172185805  0.558790358  0.13992459  0.34716421
## demo$gender1  0.03385526  0.024818149 -0.082661343  0.08245972 -0.05939464
## demo$gender2  0.01053227  0.008177783 -0.035814603  0.03448428 -0.03111123
## demo$gender3  0.03382243  0.017003384  0.070839271 -0.02881348  0.07219063
## demo$gender4 -0.06524877 -0.020670654  0.006427033 -0.01797337 -0.01383088
##                        91          92          93          94          95
## (Intercept)   0.130117815  0.14503393  0.11798784  0.13127016  0.13475368
## demo$gender1  0.035383329  0.05485425  0.06946428  0.04990568  0.06689012
## demo$gender2  0.005915568  0.01381211  0.03399799  0.01266737  0.01971599
## demo$gender3 -0.001912687 -0.02875486 -0.02274975 -0.00931894 -0.01847461
## demo$gender4 -0.044403530 -0.01682880 -0.01272469 -0.05018908 -0.00654855
##                        96          97           98          99         100
## (Intercept)   0.173731808  0.13105191  0.132296412  0.25648983  0.19304333
## demo$gender1  0.006192022  0.07511122  0.081949619 -0.02118127  0.06676702
## demo$gender2 -0.008689407  0.03189732  0.041527456 -0.02013356  0.01896337
## demo$gender3  0.048490414 -0.04014282 -0.109040598  0.03762782 -0.07109211
## demo$gender4 -0.048731808 -0.03105191 -0.004091284  0.01017684  0.05019991
##                      101          102          103         104          105
## (Intercept)   0.23401380  0.138044638  0.130117815  0.11675175  0.131298945
## demo$gender1 -0.02193797  0.046542720  0.035383329  0.04172953  0.093821695
## demo$gender2 -0.02013828  0.015447843  0.005915568  0.01352522  0.041689812
## demo$gender3  0.06010385 -0.009839510 -0.001912687  0.01145338 -0.064632278
## demo$gender4 -0.03401380  0.004812505 -0.044403530 -0.03103746 -0.009347725
##                       106         107         108           109          110
## (Intercept)   0.442987859  0.14202250  0.27009469  0.1759171696  0.173504706
## demo$gender1 -0.074719036  0.06405289 -0.03159546  0.0289631415  0.004674047
## demo$gender2 -0.035040248  0.03077717 -0.02315569 -0.0022436244 -0.007852741
## demo$gender3  0.074253520 -0.02007128  0.06323864 -0.0180224328  0.048717517
## demo$gender4 -0.002987859 -0.06094142 -0.02871538  0.0005534186 -0.048504706
##                       111         112         113          114          115
## (Intercept)   0.147279272  0.12254627  0.11679503  0.179501438  0.558790358
## demo$gender1  0.017438891  0.08525118  0.05212233  0.015902886 -0.082661343
## demo$gender2  0.001443501  0.04169499  0.01303382 -0.001091382 -0.035814603
## demo$gender3  0.041909917 -0.07709173 -0.04362430  0.042720784  0.070839271
## demo$gender4 -0.056370181 -0.02254627  0.01834010 -0.054501438  0.006427033
##                        116         117         118          119         120
## (Intercept)   0.3337362589  0.13992459  0.17521697  0.172016413  0.39950061
## demo$gender1 -0.0057798634  0.08245972  0.04251538  0.001426466 -0.04783444
## demo$gender2  0.0084717696  0.03448428  0.02288405 -0.009070037 -0.03351720
## demo$gender3 -0.0004029256 -0.02881348 -0.04701184  0.050205809  0.06716605
## demo$gender4 -0.0233914313 -0.01797337 -0.03235982 -0.047016413 -0.01488523
##                        121         122          123         124         125
## (Intercept)   0.1109137352  0.11679503  0.158879113  0.34920077  0.13094432
## demo$gender1  0.0513179619  0.05212233  0.094385722 -0.05517427  0.05492855
## demo$gender2  0.0176805537  0.01303382  0.044520020 -0.02922194  0.02153015
## demo$gender3 -0.0109137352 -0.04362430 -0.095049325  0.07015407 -0.03094432
## demo$gender4  0.0001973759  0.01834010  0.003911585 -0.01586744 -0.01983321
##                      126         127          128          129         130
## (Intercept)   0.13977428  0.34959570  0.558790358  0.158879113  0.11141478
## demo$gender1  0.04072448 -0.05394343 -0.082661343  0.094385722  0.07935313
## demo$gender2  0.01222408 -0.02926800 -0.035814603  0.044520020  0.03502995
## demo$gender3  0.01022572  0.06975914  0.070839271 -0.095049325 -0.04164733
## demo$gender4 -0.02866316 -0.01626236  0.006427033  0.003911585 -0.03449170
##                      131          132          133         134           135
## (Intercept)   0.34986556  0.206978062  0.150938964  0.13475368  0.1109137352
## demo$gender1 -0.05617186 -0.005365751  0.087768539  0.06689012  0.0513179619
## demo$gender2 -0.02622996 -0.004254453  0.042349311  0.01971599  0.0176805537
## demo$gender3  0.06948927  0.050164795 -0.107460703 -0.01847461 -0.0109137352
## demo$gender4 -0.01653223 -0.045687740 -0.008081821 -0.00654855  0.0001973759
##                       136          137          138          139         140
## (Intercept)   0.113053297  0.163339078  0.125206467  0.223310460  0.14503393
## demo$gender1  0.073696480  0.070452387  0.054118385 -0.006660220  0.05485425
## demo$gender2  0.036790084  0.021442960  0.026500521 -0.018478920  0.01381211
## demo$gender3  0.008897923 -0.052227967  0.002998661  0.033832397 -0.02875486
## demo$gender4 -0.031972216  0.007392629 -0.039492181  0.002495992 -0.01682880
##                      141         142         143         144          145
## (Intercept)   0.10840239  0.11675175  0.13032827  0.12520741  0.393857613
## demo$gender1  0.06535883  0.04172953  0.06355623  0.05859648 -0.067945101
## demo$gender2  0.02867344  0.01352522  0.02692733  0.01652449 -0.030335539
## demo$gender3 -0.03523166  0.01145338 -0.03509017 -0.02996931  0.072809053
## demo$gender4 -0.02732131 -0.03103746 -0.02506511 -0.01994425 -0.009242229
##                       146          147         148          149         150
## (Intercept)   0.164515502  0.195828966  0.39520127  0.145005081  0.19810188
## demo$gender1  0.014061582  0.005986120 -0.06360487  0.074564008  0.04961620
## demo$gender2 -0.004076559 -0.004692032 -0.03064480  0.024304047  0.01749644
## demo$gender3  0.024673687  0.026393256  0.07146540 -0.054095990 -0.04810188
## demo$gender4 -0.013000351 -0.008328966 -0.01058588  0.004994919 -0.03143521
##                       151         152         153          154         155
## (Intercept)   0.263846319  0.11299487  0.23664670  0.117742583  0.11299487
## demo$gender1 -0.011949844  0.08162842 -0.01987105  0.059809210  0.08162842
## demo$gender2 -0.007295511  0.03499336 -0.01430648  0.029675850  0.03499336
## demo$gender3  0.030271328 -0.04322743  0.05747094 -0.017742583 -0.04322743
## demo$gender4  0.002820347  0.01521026 -0.03664670 -0.006631472  0.01521026
##                       156          157          158          159         160
## (Intercept)   0.558790358  0.158879113  0.158879113  0.136007152  0.27082679
## demo$gender1 -0.082661343  0.094385722  0.094385722  0.066746479 -0.02556418
## demo$gender2 -0.035814603  0.044520020  0.044520020  0.021351187 -0.02699069
## demo$gender3  0.070839271 -0.095049325 -0.095049325 -0.066239710  0.06250655
## demo$gender4  0.006427033  0.003911585  0.003911585 -0.007802023 -0.02944748
##                        161         162         163         164         165
## (Intercept)   0.1474977254  0.13475368  0.12101613  0.12975581  0.11797890
## demo$gender1  0.0188997729  0.06689012  0.08686372  0.05271160  0.04401636
## demo$gender2  0.0006379805  0.01971599  0.03765652  0.02018156  0.01491984
## demo$gender3  0.0416914638 -0.01847461 -0.03010704 -0.02975581  0.01022623
## demo$gender4 -0.0565886345 -0.00654855 -0.02101613 -0.01864470 -0.03226461
##                      166           167          168         169           170
## (Intercept)   0.12813495  0.1932713994  0.139189179  0.30798743  0.1474977254
## demo$gender1  0.06075453  0.0002988894  0.026102838 -0.04403139  0.0188997729
## demo$gender2  0.01813652 -0.0066775015  0.004811791 -0.02605394  0.0006379805
## demo$gender3 -0.08051590  0.0289508228  0.018705558  0.06701257  0.0416914638
## demo$gender4  0.02975979 -0.0057713994 -0.021542120 -0.02227315 -0.0565886345
##                      171         172         173         174         175
## (Intercept)   0.20159513  0.12407230  0.27082679  0.11424834  0.12407727
## demo$gender1 -0.01273017  0.03385526 -0.02556418  0.08148478  0.08748792
## demo$gender2 -0.01303883  0.01053227 -0.02699069  0.03662857  0.04167030
## demo$gender3  0.05554772  0.03382243  0.06250655 -0.09099253 -0.07862272
## demo$gender4 -0.04030481 -0.06524877 -0.02944748  0.01395679  0.02592273
##                       176         177         178           179          180
## (Intercept)   0.189799853  0.09689032  0.23374832  0.1759171696  0.391419874
## demo$gender1 -0.002035369  0.07355746 -0.02006676  0.0289631415 -0.070067110
## demo$gender2 -0.014757882  0.03722065 -0.02280593 -0.0022436244 -0.035526748
## demo$gender3  0.032422369 -0.02371959  0.06036933 -0.0180224328  0.075246793
## demo$gender4 -0.002299853 -0.01580924 -0.03374832  0.0005534186 -0.006804489
##                       181           182         183          184          185
## (Intercept)   0.164515502  0.1109137352  0.11675175  0.139189179  0.178013146
## demo$gender1  0.014061582  0.0513179619  0.04172953  0.026102838  0.012655305
## demo$gender2 -0.004076559  0.0176805537  0.01352522  0.004811791 -0.002308678
## demo$gender3  0.024673687 -0.0109137352  0.01145338  0.018705558  0.044209076
## demo$gender4 -0.013000351  0.0001973759 -0.03103746 -0.021542120 -0.053013146
##                       186         187          188         189          190
## (Intercept)   0.203371734  0.12391942  0.156201479  0.12500348  0.147279272
## demo$gender1 -0.007793035  0.04512466  0.023703065  0.05275977  0.017438891
## demo$gender2 -0.012646155  0.01025935  0.002692909  0.02725017  0.001443501
## demo$gender3  0.053771123 -0.02391942  0.001693258  0.00320165  0.041909917
## demo$gender4 -0.042081411 -0.01280831 -0.038554420 -0.03928919 -0.056370181
##                       191          192          193         194          195
## (Intercept)   0.558790358  0.165589253  0.131298945  0.13105191  0.256755308
## demo$gender1 -0.082661343  0.030368608  0.093821695  0.07511122 -0.023052481
## demo$gender2 -0.035814603  0.003058888  0.041689812  0.03189732 -0.017465908
## demo$gender3  0.070839271 -0.037384125 -0.064632278 -0.04014282  0.037362339
## demo$gender4  0.006427033  0.034410747 -0.009347725 -0.03105191  0.009911359
##                      196           197          198         199         200
## (Intercept)   0.30477354  0.1463549648  0.175526360  0.11679503  0.13475368
## demo$gender1 -0.05013054  0.0321643075  0.005818132  0.05212233  0.06689012
## demo$gender2 -0.02959647  0.0007031807 -0.002931863  0.01303382  0.01971599
## demo$gender3  0.07022646 -0.0181498366  0.046695862 -0.04362430 -0.01847461
## demo$gender4 -0.01905925 -0.0034978219 -0.050526360  0.01834010 -0.00654855
##                      201          202           203           204         205
## (Intercept)   0.14401325  0.147279272  0.1109137352  0.1474977254  0.12500348
## demo$gender1  0.05241866  0.017438891  0.0513179619  0.0188997729  0.05275977
## demo$gender2  0.03056656  0.001443501  0.0176805537  0.0006379805  0.02725017
## demo$gender3 -0.01580813  0.041909917 -0.0109137352  0.0416914638  0.00320165
## demo$gender4 -0.05829897 -0.056370181  0.0001973759 -0.0565886345 -0.03928919
##                       206         207         208         209          210
## (Intercept)   0.158879113  0.12529140  0.10840239  0.17510523  0.189799853
## demo$gender1  0.094385722  0.08735647  0.06535883  0.02603518 -0.002035369
## demo$gender2  0.044520020  0.04327963  0.02867344 -0.00175149 -0.014757882
## demo$gender3 -0.095049325 -0.12529140 -0.03523166 -0.01721049  0.032422369
## demo$gender4  0.003911585  0.02470860 -0.02732131  0.00136536 -0.002299853
##                      211         212          213          214         215
## (Intercept)   0.10955462  0.12141453  0.446550637  0.558790358  0.18839895
## demo$gender1  0.06751005  0.07417539 -0.069260306 -0.082661343  0.02251690
## demo$gender2  0.02997891  0.03718598 -0.029810644 -0.035814603  0.01898713
## demo$gender3 -0.03638388 -0.07379548  0.070690742  0.070839271  0.03382328
## demo$gender4 -0.02847354 -0.01615137 -0.006550637  0.006427033 -0.06339895
##                       216         217          218         219          220
## (Intercept)   0.154968858  0.39850742  0.558790358  0.10581864  0.102907940
## demo$gender1  0.039272053 -0.05187085 -0.082661343  0.07948260  0.073683790
## demo$gender2  0.003704696 -0.03246038 -0.035814603  0.04010366  0.032157823
## demo$gender3 -0.004968858  0.06815925  0.070839271 -0.01058055 -0.055288892
## demo$gender4  0.011697809 -0.01389203  0.006427033 -0.05318706  0.002355218
##                       221          222         223           224          225
## (Intercept)   0.122730915  0.158879113  0.13105191  0.1158547453  0.558790358
## demo$gender1  0.042907710  0.094385722  0.07511122  0.0872546437 -0.082661343
## demo$gender2  0.008910765  0.044520020  0.03189732  0.0427172016 -0.035814603
## demo$gender3 -0.022730915 -0.095049325 -0.04014282  0.0004243245  0.070839271
## demo$gender4 -0.011619804  0.003911585 -0.03105191 -0.0389316684  0.006427033
##                      226         227          228          229          230
## (Intercept)   0.15170820  0.39479101  0.103470489  0.102907940  0.130117815
## demo$gender1  0.05434507 -0.06489952  0.067138425  0.073683790  0.035383329
## demo$gender2  0.02884971 -0.03058093  0.035085909  0.032157823  0.005915568
## demo$gender3 -0.05170820  0.07187566 -0.003470489 -0.055288892 -0.001912687
## demo$gender4  0.01495847 -0.01017563 -0.047914934  0.002355218 -0.044403530
##                       231          232           233         234         235
## (Intercept)   0.442561317  0.140972720  0.2460087585  0.13737661  0.14226798
## demo$gender1 -0.076083780  0.058712871 -0.0069496942  0.04857817  0.05855599
## demo$gender2 -0.034955129  0.016084989  0.0008583228  0.01041883  0.01774669
## demo$gender3  0.074680062  0.001884423  0.0481088885 -0.04213851 -0.04702988
## demo$gender4 -0.002561317 -0.035709562 -0.0460087585  0.02051813 -0.03700482
##                       236         237         238         239         240
## (Intercept)   0.130117815  0.14338607  0.12407230  0.30781840  0.34947064
## demo$gender1  0.035383329  0.06064528  0.03385526 -0.04545791 -0.05740270
## demo$gender2  0.005915568  0.01901169  0.01053227 -0.02513450 -0.02618391
## demo$gender3 -0.001912687 -0.04814798  0.03382243  0.06718160  0.06988420
## demo$gender4 -0.044403530 -0.03812292 -0.06524877 -0.02210412 -0.01613730
##                       241         242          243          244         245
## (Intercept)   0.130117815  0.30477354  0.443057781  0.153826733  0.16025040
## demo$gender1  0.035383329 -0.05013054 -0.071916907  0.062942953  0.04919963
## demo$gender2  0.005915568 -0.02959647 -0.037632611  0.016935515  0.02535417
## demo$gender3 -0.001912687  0.07022646  0.074183598 -0.017463097 -0.03204528
## demo$gender4 -0.044403530 -0.01905925 -0.003057781 -0.003826733 -0.01739326
##                        246         247         248         249          250
## (Intercept)   0.1932713994  0.34947064  0.26988029  0.14339765  0.140287310
## demo$gender1  0.0002988894 -0.05740270 -0.03031427  0.04752017  0.054376973
## demo$gender2 -0.0066775015 -0.02618391 -0.02508010  0.01074297  0.018364658
## demo$gender3  0.0289508228  0.06988420  0.06345305 -0.04339765  0.002569832
## demo$gender4 -0.0057713994 -0.01613730 -0.02850098  0.02326901 -0.035024153
##                       251         252          253         254         255
## (Intercept)   0.241566114  0.11679503  0.181417453  0.12101613  0.12407230
## demo$gender1 -0.005556064  0.05212233  0.015790975  0.08686372  0.03385526
## demo$gender2 -0.013863240  0.01303382  0.004768573  0.03765652  0.01053227
## demo$gender3  0.052551533 -0.04362430  0.040804769 -0.03010704  0.03382243
## demo$gender4 -0.041566114  0.01834010 -0.056417453 -0.02101613 -0.06524877
##                      256         257          258         259          260
## (Intercept)   0.12391942  0.35300685  0.222811551  0.11830464  0.558790358
## demo$gender1  0.04512466 -0.04506506 -0.010923996  0.06490488 -0.082661343
## demo$gender2  0.01025935 -0.02791290 -0.015711872  0.03474590 -0.035814603
## demo$gender3 -0.02391942  0.06634799  0.034331306  0.03169536  0.070839271
## demo$gender4 -0.01280831 -0.01967352  0.002994901 -0.11830464  0.006427033
##                      261         262         263         264          265
## (Intercept)   0.11675175  0.30504284  0.30504284  0.11457021  0.109074100
## demo$gender1  0.04172953 -0.05222605 -0.05222605  0.07996659  0.080083452
## demo$gender2  0.01352522 -0.02669305 -0.02669305  0.03911238  0.044256643
## demo$gender3  0.01145338  0.06995716  0.06995716 -0.09131440 -0.061455053
## demo$gender4 -0.03103746 -0.01932855 -0.01932855  0.01363491 -0.003810942
##                       266         267         268          269         270
## (Intercept)   0.150938964  0.14372280  0.09689032  0.173504706  0.11679503
## demo$gender1  0.087768539  0.03257094  0.07355746  0.004674047  0.05212233
## demo$gender2  0.042349311  0.01194455  0.03722065 -0.007852741  0.01303382
## demo$gender3 -0.107460703  0.01417194 -0.02371959  0.048717517 -0.04362430
## demo$gender4 -0.008081821 -0.02607574 -0.01580924 -0.048504706  0.01834010
##                        271         272         273          274           275
## (Intercept)   0.1109137352  0.34716421  0.11528767  0.145005081  0.2064839822
## demo$gender1  0.0513179619 -0.05939464  0.05872817  0.074564008  0.0002474343
## demo$gender2  0.0176805537 -0.03111123  0.02631612  0.024304047 -0.0113498795
## demo$gender3 -0.0109137352  0.07219063 -0.01528767 -0.054095990  0.0506588749
## demo$gender4  0.0001973759 -0.01383088 -0.05973211  0.004994919 -0.0451936597
##                      276         277         278         279          280
## (Intercept)   0.30663216  0.11141478  0.14202250  0.27452425  0.102281979
## demo$gender1 -0.04233430  0.07935313  0.06405289 -0.02238187  0.064921478
## demo$gender2 -0.03181685  0.03502995  0.03077717 -0.01908060  0.033737326
## demo$gender3  0.06836784 -0.04164733 -0.02007128  0.05880908 -0.002281979
## demo$gender4 -0.02091787 -0.03449170 -0.06094142 -0.03314494 -0.046726424
##                       281         282         283          284         285
## (Intercept)   0.175299257  0.12683969  0.30819893  0.102907940  0.13032827
## demo$gender1  0.004300157  0.06091141 -0.04428531  0.073683790  0.06355623
## demo$gender2 -0.002095196  0.01647481 -0.02516552  0.032157823  0.02692733
## demo$gender3  0.046922965 -0.03160159  0.06680107 -0.055288892 -0.03509017
## demo$gender4 -0.050299257  0.03105505 -0.02248464  0.002355218 -0.02506511
##                       286         287         288          289         290
## (Intercept)   0.209369096  0.15811427  0.10840239  0.173731808  0.09689032
## demo$gender1  0.002308868  0.03097904  0.06535883  0.006192022  0.07355746
## demo$gender2 -0.004755971  0.02040833  0.02867344 -0.008689407  0.03722065
## demo$gender3  0.047773761  0.03107492 -0.03523166  0.048490414 -0.02371959
## demo$gender4 -0.048078774 -0.06720517 -0.02732131 -0.048731808 -0.01580924
##                      291          292          293          294         295
## (Intercept)   0.14565936  0.139189179  0.153826733  0.117742583  0.13737661
## demo$gender1  0.08840240  0.026102838  0.062942953  0.059809210  0.04857817
## demo$gender2  0.04574590  0.004811791  0.016935515  0.029675850  0.01041883
## demo$gender3 -0.03454825  0.018705558 -0.017463097 -0.017742583 -0.04213851
## demo$gender4 -0.02370814 -0.021542120 -0.003826733 -0.006631472  0.02051813
##                      296         297         298         299          300
## (Intercept)   0.26624344  0.11797890  0.13939962  0.09689032  0.158879113
## demo$gender1 -0.04080577  0.04401636  0.02751074  0.07355746  0.094385722
## demo$gender2 -0.02549913  0.01491984  0.00403520  0.03722065  0.044520020
## demo$gender3  0.06708989  0.01022623  0.01849512 -0.02371959 -0.095049325
## demo$gender4 -0.02486413 -0.03226461 -0.02175256 -0.01580924  0.003911585
##                      301          302         303          304          305
## (Intercept)   0.12101613  0.229307822  0.11299487  0.367283753  0.216731213
## demo$gender1  0.08686372  0.003441683  0.08162842 -0.027847870  0.009587147
## demo$gender2  0.03765652 -0.010588737  0.03499336 -0.002299388 -0.004409849
## demo$gender3 -0.03010704  0.027835035 -0.04322743  0.052071086  0.005491009
## demo$gender4 -0.02101613 -0.003501371  0.01521026 -0.033950420 -0.029231213
##                       306         307          308          309         310
## (Intercept)   0.102907940  0.13456943  0.150662415  0.282319966  0.15992274
## demo$gender1  0.073683790  0.04697314  0.021683358 -0.014771608  0.04717059
## demo$gender2  0.032157823  0.02890577  0.007348465 -0.003303717  0.02640022
## demo$gender3 -0.055288892  0.02332531  0.038526774  0.051013367 -0.03171761
## demo$gender4  0.002355218 -0.07574590 -0.059753325 -0.040940656 -0.01706560
##                      311          312
## (Intercept)   0.35496519  0.558790358
## demo$gender1 -0.03687022 -0.082661343
## demo$gender2 -0.03023271 -0.035814603
## demo$gender3  0.06438964  0.070839271
## demo$gender4 -0.02163186  0.006427033
## 
## $f.perms
##               [,1]
##    [1,] 0.35407585
##    [2,] 1.00057276
##    [3,] 0.68998056
##    [4,] 0.91297295
##    [5,] 0.32010854
##    [6,] 0.53811652
##    [7,] 1.25909668
##    [8,] 1.27186593
##    [9,] 0.46119494
##   [10,] 0.73042408
##   [11,] 1.33430363
##   [12,] 1.23977913
##   [13,] 3.14819099
##   [14,] 0.26226015
##   [15,] 0.63292358
##   [16,] 1.13764736
##   [17,] 1.23837211
##   [18,] 0.87000276
##   [19,] 2.22568587
##   [20,] 0.75822535
##   [21,] 0.86472916
##   [22,] 0.29296722
##   [23,] 1.23082183
##   [24,] 0.51039909
##   [25,] 0.68614807
##   [26,] 0.20993646
##   [27,] 1.25088822
##   [28,] 1.55026474
##   [29,] 0.88339837
##   [30,] 0.65052127
##   [31,] 1.12367939
##   [32,] 1.29142240
##   [33,] 1.80335557
##   [34,] 2.28073478
##   [35,] 0.50695207
##   [36,] 0.80138185
##   [37,] 0.91373483
##   [38,] 0.43463374
##   [39,] 0.34339711
##   [40,] 0.40567720
##   [41,] 0.71306703
##   [42,] 0.22448232
##   [43,] 0.39410950
##   [44,] 0.52775517
##   [45,] 0.59035738
##   [46,] 0.93951777
##   [47,] 0.69387537
##   [48,] 0.34523391
##   [49,] 1.53242755
##   [50,] 0.14386207
##   [51,] 0.27528968
##   [52,] 0.43907493
##   [53,] 1.28664678
##   [54,] 0.12291109
##   [55,] 0.39520651
##   [56,] 0.77583813
##   [57,] 0.52039990
##   [58,] 0.57713717
##   [59,] 0.31123511
##   [60,] 0.42128542
##   [61,] 1.02169863
##   [62,] 0.31591728
##   [63,] 0.69009128
##   [64,] 0.83143487
##   [65,] 0.51593206
##   [66,] 2.60942363
##   [67,] 0.87202077
##   [68,] 1.04818084
##   [69,] 0.88098525
##   [70,] 0.41158432
##   [71,] 0.90543305
##   [72,] 1.29338513
##   [73,] 0.65322875
##   [74,] 0.40881919
##   [75,] 0.78669364
##   [76,] 0.43229470
##   [77,] 1.35512721
##   [78,] 0.66393402
##   [79,] 0.45869102
##   [80,] 2.51657773
##   [81,] 0.64235676
##   [82,] 2.67994343
##   [83,] 0.78980883
##   [84,] 1.35284645
##   [85,] 1.34222234
##   [86,] 1.12020860
##   [87,] 3.22611431
##   [88,] 0.97764043
##   [89,] 0.85974181
##   [90,] 1.36929205
##   [91,] 0.49869321
##   [92,] 0.59418423
##   [93,] 0.37788430
##   [94,] 0.30864759
##   [95,] 0.29704572
##   [96,] 3.43931817
##   [97,] 2.45263275
##   [98,] 1.60713838
##   [99,] 0.29737542
##  [100,] 1.13631536
##  [101,] 1.59812562
##  [102,] 0.67790634
##  [103,] 0.91478165
##  [104,] 0.97303996
##  [105,] 0.76461668
##  [106,] 0.49881236
##  [107,] 0.47253195
##  [108,] 0.32833346
##  [109,] 0.64387090
##  [110,] 2.68651221
##  [111,] 0.59964746
##  [112,] 0.62823548
##  [113,] 1.15267912
##  [114,] 0.05865304
##  [115,] 0.54611239
##  [116,] 0.23521200
##  [117,] 0.69330683
##  [118,] 1.45729370
##  [119,] 0.75285545
##  [120,] 0.50452926
##  [121,] 0.18076097
##  [122,] 0.36142578
##  [123,] 1.45727377
##  [124,] 0.25131054
##  [125,] 1.49026985
##  [126,] 1.37076610
##  [127,] 0.62374493
##  [128,] 1.27975091
##  [129,] 1.63304746
##  [130,] 0.45159075
##  [131,] 0.37258337
##  [132,] 2.62912309
##  [133,] 0.33142469
##  [134,] 0.94338792
##  [135,] 0.49473127
##  [136,] 0.84662252
##  [137,] 1.05760160
##  [138,] 2.49203451
##  [139,] 0.86223698
##  [140,] 0.58297480
##  [141,] 0.45058124
##  [142,] 0.29016629
##  [143,] 0.60265321
##  [144,] 0.55621155
##  [145,] 1.03575952
##  [146,] 0.36795198
##  [147,] 0.29600047
##  [148,] 0.63084004
##  [149,] 0.64292994
##  [150,] 0.48363853
##  [151,] 2.83633079
##  [152,] 1.51465561
##  [153,] 0.79611325
##  [154,] 0.87811787
##  [155,] 1.93917409
##  [156,] 0.45571275
##  [157,] 1.21182890
##  [158,] 0.51921804
##  [159,] 2.20809417
##  [160,] 0.16674683
##  [161,] 1.23341005
##  [162,] 0.41569530
##  [163,] 0.44315315
##  [164,] 0.37199166
##  [165,] 1.34349332
##  [166,] 0.84092686
##  [167,] 0.27478853
##  [168,] 1.48695525
##  [169,] 0.80272792
##  [170,] 0.65115791
##  [171,] 0.18659431
##  [172,] 0.43134063
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##  [778,] 0.87493665
##  [779,] 1.02170308
##  [780,] 0.84028873
##  [781,] 0.83454079
##  [782,] 0.47014288
##  [783,] 1.35101852
##  [784,] 0.89984682
##  [785,] 0.52482165
##  [786,] 2.77880609
##  [787,] 0.61897800
##  [788,] 1.49048418
##  [789,] 0.62141533
##  [790,] 0.93855036
##  [791,] 1.56823711
##  [792,] 0.35571898
##  [793,] 2.94459873
##  [794,] 3.80889625
##  [795,] 1.40288288
##  [796,] 3.30081026
##  [797,] 0.82788258
##  [798,] 2.23614913
##  [799,] 1.13479158
##  [800,] 1.31799071
##  [801,] 0.43019086
##  [802,] 0.52482400
##  [803,] 1.04564856
##  [804,] 0.47507282
##  [805,] 1.65431136
##  [806,] 0.83953549
##  [807,] 2.03820329
##  [808,] 1.04471729
##  [809,] 1.20105236
##  [810,] 1.11878319
##  [811,] 0.80016950
##  [812,] 0.37462404
##  [813,] 0.78029306
##  [814,] 1.07234410
##  [815,] 0.51716687
##  [816,] 1.26481611
##  [817,] 1.18985306
##  [818,] 2.17870131
##  [819,] 0.45316353
##  [820,] 0.95784651
##  [821,] 0.98992083
##  [822,] 3.05931064
##  [823,] 2.08645806
##  [824,] 0.34534818
##  [825,] 0.53985661
##  [826,] 0.55397578
##  [827,] 2.60009740
##  [828,] 0.95383797
##  [829,] 0.30176039
##  [830,] 2.46096576
##  [831,] 1.83256341
##  [832,] 1.30638602
##  [833,] 1.04385772
##  [834,] 0.82913906
##  [835,] 1.34709056
##  [836,] 0.58966613
##  [837,] 1.46936918
##  [838,] 0.46607058
##  [839,] 0.46723183
##  [840,] 0.85741059
##  [841,] 1.55051768
##  [842,] 0.85092666
##  [843,] 2.22779197
##  [844,] 0.86643531
##  [845,] 2.41927381
##  [846,] 0.71450663
##  [847,] 0.84671272
##  [848,] 0.84831074
##  [849,] 0.18895765
##  [850,] 1.09842983
##  [851,] 0.73724093
##  [852,] 1.29133401
##  [853,] 1.40755612
##  [854,] 1.00584341
##  [855,] 0.74994007
##  [856,] 0.35544772
##  [857,] 3.19344404
##  [858,] 2.54836120
##  [859,] 0.47001902
##  [860,] 0.60890275
##  [861,] 0.24477785
##  [862,] 0.35192819
##  [863,] 1.15307627
##  [864,] 0.45452135
##  [865,] 1.45386561
##  [866,] 1.04257690
##  [867,] 0.94936130
##  [868,] 0.29894096
##  [869,] 0.47315364
##  [870,] 0.26908408
##  [871,] 1.29757190
##  [872,] 0.56643982
##  [873,] 0.44913251
##  [874,] 1.07121875
##  [875,] 0.70902860
##  [876,] 0.32753239
##  [877,] 0.68401525
##  [878,] 0.89164278
##  [879,] 1.07474993
##  [880,] 1.41583855
##  [881,] 0.30473859
##  [882,] 1.18268682
##  [883,] 0.94441208
##  [884,] 1.18415076
##  [885,] 0.49663134
##  [886,] 0.46215811
##  [887,] 3.96777902
##  [888,] 0.69219205
##  [889,] 1.95514845
##  [890,] 0.42968322
##  [891,] 0.75385473
##  [892,] 1.11388411
##  [893,] 0.68437056
##  [894,] 0.22706802
##  [895,] 0.94970559
##  [896,] 0.53686829
##  [897,] 1.53658831
##  [898,] 0.61409754
##  [899,] 0.46532703
##  [900,] 1.42419712
##  [901,] 0.67161250
##  [902,] 0.51627367
##  [903,] 0.34961849
##  [904,] 1.67482462
##  [905,] 0.58923157
##  [906,] 0.83269824
##  [907,] 0.82929123
##  [908,] 0.84298201
##  [909,] 0.65714194
##  [910,] 0.32644809
##  [911,] 0.47186145
##  [912,] 1.67604725
##  [913,] 1.11741511
##  [914,] 1.23491478
##  [915,] 0.62773066
##  [916,] 0.45880799
##  [917,] 1.05846223
##  [918,] 0.45872911
##  [919,] 0.90484718
##  [920,] 0.68543070
##  [921,] 0.53554652
##  [922,] 2.14962120
##  [923,] 0.54649120
##  [924,] 0.66920665
##  [925,] 1.07582055
##  [926,] 0.66092317
##  [927,] 0.53221213
##  [928,] 2.57760529
##  [929,] 0.51719445
##  [930,] 1.12402372
##  [931,] 1.12129122
##  [932,] 0.71978808
##  [933,] 1.15570524
##  [934,] 0.21156643
##  [935,] 0.83137844
##  [936,] 1.12713705
##  [937,] 0.60176887
##  [938,] 0.44754535
##  [939,] 1.11223205
##  [940,] 0.53225981
##  [941,] 0.55319014
##  [942,] 1.29150372
##  [943,] 0.42644470
##  [944,] 0.36888147
##  [945,] 0.44388129
##  [946,] 0.88822000
##  [947,] 0.48971304
##  [948,] 0.49921758
##  [949,] 0.95905454
##  [950,] 2.59090522
##  [951,] 1.08465473
##  [952,] 2.43662713
##  [953,] 0.71277954
##  [954,] 0.70188472
##  [955,] 1.22072413
##  [956,] 2.93303091
##  [957,] 0.64560902
##  [958,] 0.25172360
##  [959,] 1.03736454
##  [960,] 0.44326894
##  [961,] 1.83541956
##  [962,] 0.33539245
##  [963,] 4.14732041
##  [964,] 1.35980155
##  [965,] 0.52195969
##  [966,] 0.49034034
##  [967,] 0.49691361
##  [968,] 0.34190476
##  [969,] 0.41402753
##  [970,] 0.49636312
##  [971,] 1.09450640
##  [972,] 0.42948898
##  [973,] 0.82876405
##  [974,] 0.27812340
##  [975,] 0.51168585
##  [976,] 0.40382654
##  [977,] 0.50784702
##  [978,] 0.77413428
##  [979,] 2.92168373
##  [980,] 0.30291230
##  [981,] 1.96431513
##  [982,] 1.00554578
##  [983,] 1.22167829
##  [984,] 0.81151402
##  [985,] 1.75071426
##  [986,] 0.47488510
##  [987,] 2.16392331
##  [988,] 0.36969867
##  [989,] 2.37021724
##  [990,] 0.56816754
##  [991,] 0.38616642
##  [992,] 0.60427567
##  [993,] 0.64734954
##  [994,] 1.40433847
##  [995,] 0.66097155
##  [996,] 0.64056383
##  [997,] 0.60875548
##  [998,] 0.65829904
##  [999,] 0.22550691
## 
## $model.matrix
##     (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1             1            0            1            0            0
## 2             1           -1           -1           -1           -1
## 3             1            1            0            0            0
## 4             1            1            0            0            0
## 5             1            1            0            0            0
## 6             1            1            0            0            0
## 7             1            0            1            0            0
## 8             1            1            0            0            0
## 9             1            1            0            0            0
## 10            1            0            1            0            0
## 11            1            1            0            0            0
## 12            1            1            0            0            0
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## 15            1            1            0            0            0
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## 255           1            1            0            0            0
## 256           1            0            1            0            0
## 257           1            0            1            0            0
## 258           1            0            1            0            0
## 259           1            0            0            0            1
## 260           1            1            0            0            0
## 261           1            0            1            0            0
## 262           1            0            1            0            0
## 263           1            0            1            0            0
## 264           1            1            0            0            0
## 265           1            1            0            0            0
## 266           1            1            0            0            0
## 267           1            1            0            0            0
## 268           1            1            0            0            0
## 269           1            1            0            0            0
## 270           1            1            0            0            0
## 271           1            0            1            0            0
## 272           1            1            0            0            0
## 273           1            1            0            0            0
## 274           1            0            1            0            0
## 275           1            0            1            0            0
## 276           1            0            1            0            0
## 277           1            0            1            0            0
## 278           1            0            1            0            0
## 279           1            1            0            0            0
## 280           1            1            0            0            0
## 281           1            1            0            0            0
## 282           1            0            1            0            0
## 283           1            0            1            0            0
## 284           1            1            0            0            0
## 285           1            1            0            0            0
## 286           1            0            1            0            0
## 287           1            1            0            0            0
## 288           1            1            0            0            0
## 289           1            0            1            0            0
## 290           1            1            0            0            0
## 291           1            1            0            0            0
## 292           1            1            0            0            0
## 293           1            1            0            0            0
## 294           1            1            0            0            0
## 295           1            0            1            0            0
## 296           1            1            0            0            0
## 297           1            1            0            0            0
## 298           1            1            0            0            0
## 299           1            0            1            0            0
## 300           1            1            0            0            0
## 301           1            0            1            0            0
## 302           1            1            0            0            0
## 303           1            0            1            0            0
## 304           1            1            0            0            0
## 305           1            1            0            0            0
## 306           1            0            1            0            0
## 307           1            0            1            0            0
## 308           1            1            0            0            0
## 309           1            0            1            0            0
## 310           1            0            1            0            0
## 311           1            0            1            0            0
## 312           1            1            0            0            0
## 
## $terms
## si ~ demo$gender
## attr(,"variables")
## list(si, demo$gender)
## attr(,"factors")
##             demo$gender
## si                    0
## demo$gender           1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to gender.

Career Motivation

Next, let’s look into Carer Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$gender   4    0.0785 0.019613 0.38219 0.00495  0.678
## Residuals   307   15.7544 0.051317         0.99505       
## Total       311   15.8329                  1.00000       
## 
## $call
## adonis(formula = cm ~ demo$gender)
## 
## $coefficients
##                     cm1        cm2         cm3        cm4        cm5
## (Intercept)   4.1373878  4.1962621  3.98559220  4.5825449  4.3574327
## demo$gender1 -0.1926364 -0.1133892  0.07518128 -0.5604454 -0.3905818
## demo$gender2 -0.3952003 -0.2978246 -0.11840470 -0.6919199 -0.5371202
## demo$gender3  0.8626122  0.8037379  1.01440780  0.4174551 -0.3574327
## demo$gender4 -0.1373878  0.8037379  0.01440780  0.4174551  0.6425673
## 
## $coef.sites
##                        1           2           3            4           5
## (Intercept)   0.09567762  0.11575292  0.59475405  0.109833439  0.09567762
## demo$gender1  0.04530173  0.06715383 -0.04818040  0.043914323  0.04530173
## demo$gender2  0.06854520  0.07397384 -0.06558703  0.055849604  0.06854520
## demo$gender3 -0.07526946  0.02061072  0.06041837  0.001277673 -0.07526946
## demo$gender4 -0.05401096 -0.04598548  0.04810310 -0.064378893 -0.05401096
##                        6           7           8           9          10
## (Intercept)   0.10609885  0.09417798  0.09567762  0.09123637  0.59475405
## demo$gender1  0.03748659  0.05464527  0.04530173  0.05001881 -0.04818040
## demo$gender2  0.05722284  0.06695010  0.06854520  0.06983796 -0.06558703
## demo$gender3 -0.04226906 -0.05069972 -0.07526946 -0.04956971  0.06041837
## demo$gender4 -0.06262059 -0.07195576 -0.05401096 -0.06995978  0.04810310
##                       11          12          13          14          15
## (Intercept)   0.13219105  0.09567762  0.09567762  0.11661361  0.09567762
## demo$gender1  0.05258497  0.04530173  0.04530173  0.04060599  0.04530173
## demo$gender2  0.05554796  0.06854520  0.06854520  0.04855831  0.06854520
## demo$gender3 -0.01591199 -0.07526946 -0.07526946 -0.02570452 -0.07526946
## demo$gender4 -0.03695296 -0.05401096 -0.05401096 -0.04684617 -0.05401096
##                       16          17          18          19          20
## (Intercept)   0.11661361  0.09567762  0.11258491  0.09567762  0.11661361
## demo$gender1  0.04060599  0.04530173  0.03431246  0.04530173  0.04060599
## demo$gender2  0.04855831  0.06854520  0.05044020  0.06854520  0.04855831
## demo$gender3 -0.02570452 -0.07526946 -0.06910665 -0.07526946 -0.02570452
## demo$gender4 -0.04684617 -0.05401096 -0.04591824 -0.05401096 -0.04684617
##                       21          22           23          24          25
## (Intercept)   0.09123637  0.09567762  0.412509427  0.11946475  0.09567762
## demo$gender1  0.05001881  0.04530173 -0.009018937  0.03330958  0.04530173
## demo$gender2  0.06983796  0.06854520 -0.024808581  0.04555770  0.06854520
## demo$gender3 -0.04956971 -0.07526946  0.042036027 -0.05279809 -0.07526946
## demo$gender4 -0.06995978 -0.05401096  0.024990573 -0.02855566 -0.05401096
##                       26          27          28          29           30
## (Intercept)   0.59475405  0.09123637  0.11661361  0.09567762 0.3033570048
## demo$gender1 -0.04818040  0.05001881  0.04060599  0.04530173 0.0120528537
## demo$gender2 -0.06558703  0.06983796  0.04855831  0.06854520 0.0003991132
## demo$gender3  0.06041837 -0.04956971 -0.02570452 -0.07526946 0.0299763285
## demo$gender4  0.04810310 -0.06995978 -0.04684617 -0.05401096 0.0109287095
##                       31          32          33          34          35
## (Intercept)   0.54385166  0.54369235  0.59475405  0.09567762  0.13742115
## demo$gender1 -0.03858624 -0.03706573 -0.04818040  0.04530173  0.03365888
## demo$gender2 -0.05452723 -0.05652566 -0.06558703  0.06854520  0.03888226
## demo$gender3  0.05614834  0.05630765  0.06041837 -0.07526946 -0.02114208
## demo$gender4  0.04235524  0.04251455  0.04810310 -0.05401096 -0.04218305
##                       36           37          38          39          40
## (Intercept)   0.10530691  0.151968264  0.59475405  0.40999997  0.09567762
## demo$gender1  0.04912767  0.030747282 -0.04818040 -0.01025165  0.04530173
## demo$gender2  0.06141004  0.037816170 -0.06558703 -0.03110423  0.06854520
## demo$gender3 -0.06182865 -0.035689194  0.06041837  0.04454548 -0.07526946
## demo$gender4 -0.03864024 -0.009111121  0.04810310  0.02750003 -0.05401096
##                       41          42          43           44          45
## (Intercept)   0.59475405  0.09567762  0.09567762  0.301659283  0.09728143
## demo$gender1 -0.04818040  0.04530173  0.04530173  0.011262007  0.04725633
## demo$gender2 -0.06558703  0.06854520  0.06854520 -0.003903206  0.06355405
## demo$gender3  0.06041837 -0.07526946 -0.07526946  0.031674051 -0.07600484
## demo$gender4  0.04810310 -0.05401096 -0.05401096  0.012626432 -0.05380317
##                        46          47          48          49           50
## (Intercept)   0.211574389  0.19322930  0.59475405  0.11683076  0.411830362
## demo$gender1  0.029353900  0.03539828 -0.04818040  0.02983325 -0.007514642
## demo$gender2  0.021216577  0.03964229 -0.06558703  0.04963522 -0.028350072
## demo$gender3  0.019194842  0.02628289  0.06041837 -0.09555416  0.042715093
## demo$gender4 -0.001048073 -0.04322930  0.04810310 -0.02987424  0.025669638
##                       51           52          53          54          55
## (Intercept)   0.59475405  0.213882233  0.16015662  0.59475405  0.11258491
## demo$gender1 -0.04818040  0.030787786  0.02758582 -0.04818040  0.03431246
## demo$gender2 -0.06558703  0.026706224  0.03018095 -0.06558703  0.05044020
## demo$gender3  0.06041837  0.016886998 -0.01729948  0.06041837 -0.06910665
## demo$gender4  0.04810310 -0.003355917 -0.03820540  0.04810310 -0.04591824
##                       56          57          58          59          60
## (Intercept)   0.13742115  0.13082464  0.09567762  0.09567762  0.45810704
## demo$gender1  0.03365888  0.03603703  0.04530173  0.04530173 -0.01505365
## demo$gender2  0.03888226  0.04576035  0.06854520  0.06854520 -0.02306764
## demo$gender3 -0.02114208 -0.03991555 -0.07526946 -0.07526946  0.04189296
## demo$gender4 -0.04218305 -0.06105719 -0.05401096 -0.05401096  0.02576393
##                       61          62          63          64          65
## (Intercept)   0.09567762  0.12800603  0.10318778  0.16039444  0.13639203
## demo$gender1  0.04530173  0.04535870  0.04466213  0.02826396  0.02327764
## demo$gender2  0.06854520  0.05021915  0.06048436  0.03021625  0.04083289
## demo$gender3 -0.07526946 -0.01172696 -0.01623125 -0.01753729 -0.09291377
## demo$gender4 -0.05401096 -0.03276794 -0.08096555 -0.03844322 -0.02528092
##                       66          67          68          69          70
## (Intercept)   0.13015411  0.09567762  0.10318778  0.12083618  0.09123637
## demo$gender1  0.03545540  0.04530173  0.04466213  0.04837198  0.05001881
## demo$gender2  0.04433041  0.06854520  0.06048436  0.05346001  0.06983796
## demo$gender3 -0.03924502 -0.07526946 -0.01623125 -0.02992709 -0.04956971
## demo$gender4 -0.06038667 -0.05401096 -0.08096555 -0.05106874 -0.06995978
##                       71          72          73          74          75
## (Intercept)   0.09567762 0.240083240  0.11661361  0.09567762  0.09567762
## demo$gender1  0.04530173 0.024625947  0.04060599  0.04530173  0.04530173
## demo$gender2  0.06854520 0.012752046  0.04855831  0.06854520  0.06854520
## demo$gender3 -0.07526946 0.023074655 -0.02570452 -0.07526946 -0.07526946
## demo$gender4 -0.05401096 0.003160003 -0.04684617 -0.05401096 -0.05401096
##                       76          77          78          79          80
## (Intercept)   0.09728143  0.09567762  0.59475405  0.11661361  0.09567762
## demo$gender1  0.04725633  0.04530173 -0.04818040  0.04060599  0.04530173
## demo$gender2  0.06355405  0.06854520 -0.06558703  0.04855831  0.06854520
## demo$gender3 -0.07600484 -0.07526946  0.06041837 -0.02570452 -0.07526946
## demo$gender4 -0.05380317 -0.05401096  0.04810310 -0.04684617 -0.05401096
##                       81          82           83          84          85
## (Intercept)   0.09567762  0.18473229  0.301596730  0.08810739  0.11661361
## demo$gender1  0.04530173  0.02198141  0.012192299  0.05736288  0.04060599
## demo$gender2  0.06854520  0.02229456 -0.005021158  0.07336208  0.04855831
## demo$gender3 -0.07526946 -0.01400058  0.031736604 -0.02427761 -0.02570452
## demo$gender4 -0.05401096 -0.03473229  0.012688985 -0.08810739 -0.04684617
##                       86          87          88          89          90
## (Intercept)   0.09123637  0.12060928 0.269910256  0.09567762  0.13765338
## demo$gender1  0.05001881  0.04773145 0.017790610  0.04530173  0.03431768
## demo$gender2  0.06983796  0.05341986 0.004743871  0.06854520  0.03892016
## demo$gender3 -0.04956971 -0.02970019 0.027387041 -0.07526946 -0.02137431
## demo$gender4 -0.06995978 -0.05084184 0.007867522 -0.05401096 -0.04241528
##                       91          92          93          94          95
## (Intercept)   0.09567762  0.09123637  0.45180633  0.09567762  0.09123637
## demo$gender1  0.04530173  0.05001881 -0.01782973  0.04530173  0.05001881
## demo$gender2  0.06854520  0.06983796 -0.03919368  0.06854520  0.06983796
## demo$gender3 -0.07526946 -0.04956971  0.04819367 -0.07526946 -0.04956971
## demo$gender4 -0.05401096 -0.06995978  0.03206464 -0.05401096 -0.06995978
##                       96          97          98           99         100
## (Intercept)   0.10530691  0.11035555  0.59475405  0.173339258  0.09567762
## demo$gender1  0.04912767  0.03298137 -0.04818040  0.032823661  0.04530173
## demo$gender2  0.06141004  0.05622517 -0.06558703  0.031327272  0.06854520
## demo$gender3 -0.06182865 -0.06868888  0.06041837 -0.002607551 -0.07526946
## demo$gender4 -0.03864024 -0.04652576  0.04810310 -0.023339258 -0.05401096
##                      101         102          103         104         105
## (Intercept)   0.09567762  0.09567762  0.104861299  0.10971134  0.09567762
## demo$gender1  0.04530173  0.04530173  0.061921400  0.04151493  0.04530173
## demo$gender2  0.06854520  0.06854520  0.071706598  0.05354667  0.06854520
## demo$gender3 -0.07526946 -0.07526946  0.006249812 -0.04304468 -0.07526946
## demo$gender4 -0.05401096 -0.05401096 -0.059406754 -0.06425680 -0.05401096
##                      106         107         108         109         110
## (Intercept)   0.40986784  0.09567762  0.10318778  0.59475405  0.10062269
## demo$gender1 -0.01182186  0.04530173  0.04466213 -0.04818040  0.05412040
## demo$gender2 -0.02993043  0.06854520  0.06048436 -0.06558703  0.06245571
## demo$gender3  0.04467762 -0.07526946 -0.01623125  0.06041837 -0.03395602
## demo$gender4  0.02763216 -0.05401096 -0.08096555  0.04810310 -0.05516814
##                      111         112         113         114         115
## (Intercept)   0.09567762  0.59475405  0.09567762  0.09567762  0.12060928
## demo$gender1  0.04530173 -0.04818040  0.04530173  0.04530173  0.04773145
## demo$gender2  0.06854520 -0.06558703  0.06854520  0.06854520  0.05341986
## demo$gender3 -0.07526946  0.06041837 -0.07526946 -0.07526946 -0.02970019
## demo$gender4 -0.05401096  0.04810310 -0.05401096 -0.05401096 -0.05084184
##                      116         117         118         119         120
## (Intercept)   0.09567762  0.09567762  0.14782784  0.59475405  0.09123637
## demo$gender1  0.04530173  0.04530173  0.03730344 -0.04818040  0.05001881
## demo$gender2  0.06854520  0.06854520  0.04899191 -0.06558703  0.06983796
## demo$gender3 -0.07526946 -0.07526946 -0.05691875  0.06041837 -0.04956971
## demo$gender4 -0.05401096 -0.05401096 -0.03154877  0.04810310 -0.06995978
##                      121         122         123         124         125
## (Intercept)   0.09567762  0.09567762  0.09567762  0.18326413  0.09567762
## demo$gender1  0.04530173  0.04530173  0.04530173  0.02048935  0.04530173
## demo$gender2  0.06854520  0.06854520  0.06854520  0.01938215  0.06854520
## demo$gender3 -0.07526946 -0.07526946 -0.07526946 -0.01253242 -0.07526946
## demo$gender4 -0.05401096 -0.05401096 -0.05401096 -0.03326413 -0.05401096
##                      126          127         128         129         130
## (Intercept)   0.09567762  0.209722215  0.11661361  0.09567762  0.09567762
## demo$gender1  0.04530173  0.015930009  0.04060599  0.04530173  0.04530173
## demo$gender2  0.06854520  0.011527236  0.04855831  0.06854520  0.06854520
## demo$gender3 -0.07526946 -0.009722215 -0.02570452 -0.07526946 -0.07526946
## demo$gender4 -0.05401096 -0.030235036 -0.04684617 -0.05401096 -0.05401096
##                      131         132         133         134         135
## (Intercept)   0.13765338  0.09567762  0.09567762  0.09567762  0.09567762
## demo$gender1  0.03431768  0.04530173  0.04530173  0.04530173  0.04530173
## demo$gender2  0.03892016  0.06854520  0.06854520  0.06854520  0.06854520
## demo$gender3 -0.02137431 -0.07526946 -0.07526946 -0.07526946 -0.07526946
## demo$gender4 -0.04241528 -0.05401096 -0.05401096 -0.05401096 -0.05401096
##                      136         137         138         139         140
## (Intercept)   0.13742115  0.09567762  0.54385166  0.09728143  0.09567762
## demo$gender1  0.03365888  0.04530173 -0.03858624  0.04725633  0.04530173
## demo$gender2  0.03888226  0.06854520 -0.05452723  0.06355405  0.06854520
## demo$gender3 -0.02114208 -0.07526946  0.05614834 -0.07600484 -0.07526946
## demo$gender4 -0.04218305 -0.05401096  0.04235524 -0.05380317 -0.05401096
##                       141         142         143         144         145
## (Intercept)   0.109833439  0.09123637  0.09567762  0.11661361  0.10318778
## demo$gender1  0.043914323  0.05001881  0.04530173  0.04060599  0.04466213
## demo$gender2  0.055849604  0.06983796  0.06854520  0.04855831  0.06048436
## demo$gender3  0.001277673 -0.04956971 -0.07526946 -0.02570452 -0.01623125
## demo$gender4 -0.064378893 -0.06995978 -0.05401096 -0.04684617 -0.08096555
##                      146         147         148         149          150
## (Intercept)   0.13742115  0.09567762  0.11661361  0.59475405  0.094317394
## demo$gender1  0.03365888  0.04530173  0.04060599 -0.04818040  0.056971134
## demo$gender2  0.03888226  0.06854520  0.04855831 -0.06558703  0.069183255
## demo$gender3 -0.02114208 -0.07526946 -0.02570452  0.06041837 -0.007360872
## demo$gender4 -0.04218305 -0.05401096 -0.04684617  0.04810310 -0.072095172
##                      151         152         153          154         155
## (Intercept)   0.09567762  0.09567762  0.11946475  0.109833439  0.11683076
## demo$gender1  0.04530173  0.04530173  0.03330958  0.043914323  0.02983325
## demo$gender2  0.06854520  0.06854520  0.04555770  0.055849604  0.04963522
## demo$gender3 -0.07526946 -0.07526946 -0.05279809  0.001277673 -0.09555416
## demo$gender4 -0.05401096 -0.05401096 -0.02855566 -0.064378893 -0.02987424
##                      156         157         158         159         160
## (Intercept)   0.09567762  0.09567762  0.11661361  0.09123637  0.12060928
## demo$gender1  0.04530173  0.04530173  0.04060599  0.05001881  0.04773145
## demo$gender2  0.06854520  0.06854520  0.04855831  0.06983796  0.05341986
## demo$gender3 -0.07526946 -0.07526946 -0.02570452 -0.04956971 -0.02970019
## demo$gender4 -0.05401096 -0.05401096 -0.04684617 -0.06995978 -0.05084184
##                      161         162         163         164         165
## (Intercept)   0.11683076  0.59475405  0.09567762  0.09567762  0.11035555
## demo$gender1  0.02983325 -0.04818040  0.04530173  0.04530173  0.03298137
## demo$gender2  0.04963522 -0.06558703  0.06854520  0.06854520  0.05622517
## demo$gender3 -0.09555416  0.06041837 -0.07526946 -0.07526946 -0.06868888
## demo$gender4 -0.02987424  0.04810310 -0.05401096 -0.05401096 -0.04652576
##                      166         167         168         169          170
## (Intercept)   0.09567762  0.09567762  0.11661361  0.09567762  0.301659283
## demo$gender1  0.04530173  0.04530173  0.04060599  0.04530173  0.011262007
## demo$gender2  0.06854520  0.06854520  0.04855831  0.06854520 -0.003903206
## demo$gender3 -0.07526946 -0.07526946 -0.02570452 -0.07526946  0.031674051
## demo$gender4 -0.05401096 -0.05401096 -0.04684617 -0.05401096  0.012626432
##                      171         172         173         174         175
## (Intercept)   0.59475405  0.10062269  0.13834304  0.11035555  0.10172246
## demo$gender1 -0.04818040  0.05412040  0.03491781  0.03298137  0.04254665
## demo$gender2 -0.06558703  0.06245571  0.04038902  0.05622517  0.06242731
## demo$gender3  0.06041837 -0.03395602 -0.02206397 -0.06868888 -0.10172246
## demo$gender4  0.04810310 -0.05516814 -0.04310495 -0.04652576 -0.03789268
##                      176         177         178         179         180
## (Intercept)   0.10765672  0.49598272  0.09276120  0.12800603  0.12083618
## demo$gender1  0.03993980 -0.02870624  0.05242122  0.04535870  0.04837198
## demo$gender2  0.05944325 -0.04654753  0.07201004  0.05021915  0.05346001
## demo$gender3 -0.04382693  0.05240438 -0.05109454 -0.01172696 -0.02992709
## demo$gender4 -0.06417846  0.03735062 -0.07148461 -0.03276794 -0.05106874
##                      181         182         183         184         185
## (Intercept)   0.09567762 0.272791042  0.59475405  0.09567762  0.13019986
## demo$gender1  0.04530173 0.021859134 -0.04818040  0.04530173  0.02782392
## demo$gender2  0.06854520 0.009317705 -0.06558703  0.06854520  0.04919865
## demo$gender3 -0.07526946 0.024506255  0.06041837 -0.07526946 -0.06637007
## demo$gender4 -0.05401096 0.004986736  0.04810310 -0.05401096 -0.04324334
##                      186         187          188         189         190
## (Intercept)   0.11661361  0.49677613  0.215287572  0.09567762  0.09567762
## demo$gender1  0.04060599 -0.02645240  0.032381715  0.04530173  0.04530173
## demo$gender2  0.04855831 -0.04642113  0.029328312  0.06854520  0.06854520
## demo$gender3 -0.02570452  0.05161097  0.015481659 -0.07526946 -0.07526946
## demo$gender4 -0.04684617  0.03655721 -0.004761256 -0.05401096 -0.05401096
##                       191         192         193         194         195
## (Intercept)   0.301768606  0.09123637  0.10062269  0.09567762  0.59475405
## demo$gender1  0.012142555  0.05001881  0.05412040  0.04530173 -0.04818040
## demo$gender2 -0.004455785  0.06983796  0.06245571  0.06854520 -0.06558703
## demo$gender3  0.031564728 -0.04956971 -0.03395602 -0.07526946  0.06041837
## demo$gender4  0.012517109 -0.06995978 -0.05516814 -0.05401096  0.04810310
##                      196         197         198         199         200
## (Intercept)   0.11661361  0.12055114  0.09567762  0.09728143  0.10172246
## demo$gender1  0.04060599  0.03646966  0.04530173  0.04725633  0.04254665
## demo$gender2  0.04855831  0.05415993  0.06854520  0.06355405  0.06242731
## demo$gender3 -0.02570452 -0.09927454 -0.07526946 -0.07600484 -0.10172246
## demo$gender4 -0.04684617 -0.03359461 -0.05401096 -0.05380317 -0.03789268
##                       201         202         203          204          205
## (Intercept)   0.211574389  0.09123637  0.09567762  0.411578880  0.130257062
## demo$gender1  0.029353900  0.05001881  0.04530173 -0.009417791  0.037932781
## demo$gender2  0.021216577  0.06983796  0.06854520 -0.027201369  0.046707326
## demo$gender3  0.019194842 -0.04956971 -0.07526946  0.042966575  0.006106575
## demo$gender4 -0.001048073 -0.06995978 -0.05401096  0.025921120 -0.060489620
##                      206         207         208         209         210
## (Intercept)   0.59475405  0.10172246  0.10172246  0.11683076  0.11661361
## demo$gender1 -0.04818040  0.04254665  0.04254665  0.02983325  0.04060599
## demo$gender2 -0.06558703  0.06242731  0.06242731  0.04963522  0.04855831
## demo$gender3  0.06041837 -0.10172246 -0.10172246 -0.09555416 -0.02570452
## demo$gender4  0.04810310 -0.03789268 -0.03789268 -0.02987424 -0.04684617
##                      211         212         213         214         215
## (Intercept)   0.59475405  0.09123637  0.09567762  0.09567762  0.09567762
## demo$gender1 -0.04818040  0.05001881  0.04530173  0.04530173  0.04530173
## demo$gender2 -0.06558703  0.06983796  0.06854520  0.06854520  0.06854520
## demo$gender3  0.06041837 -0.04956971 -0.07526946 -0.07526946 -0.07526946
## demo$gender4  0.04810310 -0.06995978 -0.05401096 -0.05401096 -0.05401096
##                      216         217         218         219         220
## (Intercept)   0.59475405  0.09567762  0.09567762  0.09567762  0.09567762
## demo$gender1 -0.04818040  0.04530173  0.04530173  0.04530173  0.04530173
## demo$gender2 -0.06558703  0.06854520  0.06854520  0.06854520  0.06854520
## demo$gender3  0.06041837 -0.07526946 -0.07526946 -0.07526946 -0.07526946
## demo$gender4  0.04810310 -0.05401096 -0.05401096 -0.05401096 -0.05401096
##                      221         222         223         224         225
## (Intercept)   0.09567762  0.09567762  0.09567762  0.11035555  0.16015662
## demo$gender1  0.04530173  0.04530173  0.04530173  0.03298137  0.02758582
## demo$gender2  0.06854520  0.06854520  0.06854520  0.05622517  0.03018095
## demo$gender3 -0.07526946 -0.07526946 -0.07526946 -0.06868888 -0.01729948
## demo$gender4 -0.05401096 -0.05401096 -0.05401096 -0.04652576 -0.03820540
##                      226          227         228         229         230
## (Intercept)   0.11431670  0.162532771  0.09123637  0.59475405  0.59475405
## demo$gender1  0.03914453  0.043735494  0.05001881 -0.04818040 -0.04818040
## demo$gender2  0.05494429  0.042050029  0.06983796 -0.06558703 -0.06558703
## demo$gender3 -0.02736018  0.008198937 -0.04956971  0.06041837  0.06041837
## demo$gender4 -0.04765004 -0.012532771 -0.06995978  0.04810310  0.04810310
##                      231         232         233         234         235
## (Intercept)   0.09417798  0.09567762  0.09123637  0.09728143  0.59475405
## demo$gender1  0.05464527  0.04530173  0.05001881  0.04725633 -0.04818040
## demo$gender2  0.06695010  0.06854520  0.06983796  0.06355405 -0.06558703
## demo$gender3 -0.05069972 -0.07526946 -0.04956971 -0.07600484  0.06041837
## demo$gender4 -0.07195576 -0.05401096 -0.06995978 -0.05380317  0.04810310
##                      236         237         238         239         240
## (Intercept)   0.40986784  0.09567762  0.13765338  0.09567762  0.11683076
## demo$gender1 -0.01182186  0.04530173  0.03431768  0.04530173  0.02983325
## demo$gender2 -0.02993043  0.06854520  0.03892016  0.06854520  0.04963522
## demo$gender3  0.04467762 -0.07526946 -0.02137431 -0.07526946 -0.09555416
## demo$gender4  0.02763216 -0.05401096 -0.04241528 -0.05401096 -0.02987424
##                      241         242         243         244         245
## (Intercept)   0.11661361  0.09567762  0.16181867  0.09567762  0.11035555
## demo$gender1  0.04060599  0.04530173  0.02971428  0.04530173  0.03298137
## demo$gender2  0.04855831  0.06854520  0.03303864  0.06854520  0.05622517
## demo$gender3 -0.02570452 -0.07526946 -0.01896153 -0.07526946 -0.06868888
## demo$gender4 -0.04684617 -0.05401096 -0.03986745 -0.05401096 -0.04652576
##                      246         247         248         249         250
## (Intercept)   0.09567762  0.11661361 0.303309012  0.09567762  0.09567762
## demo$gender1  0.04530173  0.04060599 0.010599714  0.04530173  0.04530173
## demo$gender2  0.06854520  0.04855831 0.001708274  0.06854520  0.06854520
## demo$gender3 -0.07526946 -0.02570452 0.030024321 -0.07526946 -0.07526946
## demo$gender4 -0.05401096 -0.04684617 0.010976702 -0.05401096 -0.05401096
##                      251         252         253         254         255
## (Intercept)   0.09417798  0.09567762  0.10609885  0.09567762  0.11661361
## demo$gender1  0.05464527  0.04530173  0.03748659  0.04530173  0.04060599
## demo$gender2  0.06695010  0.06854520  0.05722284  0.06854520  0.04855831
## demo$gender3 -0.05069972 -0.07526946 -0.04226906 -0.07526946 -0.02570452
## demo$gender4 -0.07195576 -0.05401096 -0.06262059 -0.05401096 -0.04684617
##                       256         257         258         259         260
## (Intercept)   0.162532771  0.10721251  0.14197585  0.08810739  0.20361747
## demo$gender1  0.043735494  0.05206084  0.04263919  0.05736288  0.01596544
## demo$gender2  0.042050029  0.06515986  0.04833648  0.07336208  0.02199131
## demo$gender3  0.008198937 -0.02025599  0.02081485 -0.02427761 -0.06076033
## demo$gender4 -0.012532771 -0.08499029 -0.04673775 -0.08810739  0.01589472
##                      261          262         263         264         265
## (Intercept)   0.09567762  0.370565167 0.270024865  0.59475405  0.59475405
## demo$gender1  0.04530173 -0.003615996 0.018682358 -0.04818040 -0.04818040
## demo$gender2  0.06854520 -0.023725937 0.004195950 -0.06558703 -0.06558703
## demo$gender3 -0.07526946  0.041199539 0.027272432  0.06041837  0.06041837
## demo$gender4 -0.05401096  0.023374227 0.007752913  0.04810310  0.04810310
##                      266         267         268         269         270
## (Intercept)   0.09567762  0.11035555  0.09567762  0.09567762  0.11035555
## demo$gender1  0.04530173  0.03298137  0.04530173  0.04530173  0.03298137
## demo$gender2  0.06854520  0.05622517  0.06854520  0.06854520  0.05622517
## demo$gender3 -0.07526946 -0.06868888 -0.07526946 -0.07526946 -0.06868888
## demo$gender4 -0.05401096 -0.04652576 -0.05401096 -0.05401096 -0.04652576
##                       271           272         273          274          275
## (Intercept)   0.094317394  0.1992925799  0.09123637  0.338746225  0.094317394
## demo$gender1  0.056971134  0.0262781695  0.05001881  0.006104891  0.056971134
## demo$gender2  0.069183255  0.0254457240  0.06983796 -0.004558545  0.069183255
## demo$gender3 -0.007360872  0.0007074201 -0.04956971  0.032682347 -0.007360872
## demo$gender4 -0.072095172 -0.0198054004 -0.06995978  0.014194952 -0.072095172
##                      276         277         278         279         280
## (Intercept)   0.12336423  0.09567762  0.09567762 0.303418335  0.54385166
## demo$gender1  0.04026420  0.04530173  0.04530173 0.011480262 -0.03858624
## demo$gender2  0.05030150  0.06854520  0.06854520 0.001155695 -0.05452723
## demo$gender3 -0.05669756 -0.07526946 -0.07526946 0.029914998  0.05614834
## demo$gender4 -0.03245513 -0.05401096 -0.05401096 0.010867379  0.04235524
##                      281         282         283         284          285
## (Intercept)   0.09567762  0.59475405  0.09567762  0.13015411  0.094317394
## demo$gender1  0.04530173 -0.04818040  0.04530173  0.03545540  0.056971134
## demo$gender2  0.06854520 -0.06558703  0.06854520  0.04433041  0.069183255
## demo$gender3 -0.07526946  0.06041837 -0.07526946 -0.03924502 -0.007360872
## demo$gender4 -0.05401096  0.04810310 -0.05401096 -0.06038667 -0.072095172
##                      286         287         288         289         290
## (Intercept)   0.14379029  0.09567762  0.09123637  0.09728143  0.09728143
## demo$gender1  0.04291120  0.04530173  0.05001881  0.04725633  0.04725633
## demo$gender2  0.04873736  0.06854520  0.06983796  0.06355405  0.06355405
## demo$gender3 -0.02751122 -0.07526946 -0.04956971 -0.07600484 -0.07600484
## demo$gender4 -0.04855219 -0.05401096 -0.06995978 -0.05380317 -0.05380317
##                      291         292         293         294         295
## (Intercept)   0.59475405  0.09567762  0.09567762  0.09567762  0.09567762
## demo$gender1 -0.04818040  0.04530173  0.04530173  0.04530173  0.04530173
## demo$gender2 -0.06558703  0.06854520  0.06854520  0.06854520  0.06854520
## demo$gender3  0.06041837 -0.07526946 -0.07526946 -0.07526946 -0.07526946
## demo$gender4  0.04810310 -0.05401096 -0.05401096 -0.05401096 -0.05401096
##                      296         297         298          299         300
## (Intercept)   0.09567762  0.11661361  0.59475405  0.213103408  0.09567762
## demo$gender1  0.04530173  0.04060599 -0.04818040  0.030099382  0.04530173
## demo$gender2  0.06854520  0.04855831 -0.06558703  0.025058152  0.06854520
## demo$gender3 -0.07526946 -0.02570452  0.06041837  0.017665823 -0.07526946
## demo$gender4 -0.05401096 -0.04684617  0.04810310 -0.002577092 -0.05401096
##                      301         302         303         304         305
## (Intercept)   0.59475405  0.13639203  0.09567762  0.09743651  0.10609885
## demo$gender1 -0.04818040  0.02327764  0.04530173  0.04951276  0.03748659
## demo$gender2 -0.06558703  0.04083289  0.06854520  0.06572128  0.05722284
## demo$gender3  0.06041837 -0.09291377 -0.07526946 -0.03360672 -0.04226906
## demo$gender4  0.04810310 -0.02528092 -0.05401096 -0.05395825 -0.06262059
##                      306         307         308         309         310
## (Intercept)   0.54426905  0.11258491  0.10765672  0.15769710  0.59475405
## demo$gender1 -0.03567804  0.03431246  0.03993980  0.01755160 -0.04818040
## demo$gender2 -0.05618325  0.05044020  0.05944325  0.03299721 -0.06558703
## demo$gender3  0.05573095 -0.06910665 -0.04382693 -0.09103044  0.06041837
## demo$gender4  0.04193785 -0.04591824 -0.06417846 -0.02133347  0.04810310
##                      311         312
## (Intercept)   0.11661361  0.09567762
## demo$gender1  0.04060599  0.04530173
## demo$gender2  0.04855831  0.06854520
## demo$gender3 -0.02570452 -0.07526946
## demo$gender4 -0.04684617 -0.05401096
## 
## $f.perms
##               [,1]
##    [1,] 0.34970318
##    [2,] 0.12009148
##    [3,] 0.50309463
##    [4,] 1.55391256
##    [5,] 0.45204293
##    [6,] 0.48284379
##    [7,] 0.40082593
##    [8,] 0.69055091
##    [9,] 0.72347633
##   [10,] 0.93453249
##   [11,] 0.16408289
##   [12,] 0.22774980
##   [13,] 0.70770660
##   [14,] 2.00763185
##   [15,] 1.64715498
##   [16,] 1.88817091
##   [17,] 1.81307311
##   [18,] 1.60613230
##   [19,] 0.43127994
##   [20,] 0.16073391
##   [21,] 0.22624247
##   [22,] 1.95593833
##   [23,] 0.62317304
##   [24,] 0.49173581
##   [25,] 0.30895339
##   [26,] 0.71402114
##   [27,] 1.87299536
##   [28,] 1.13083466
##   [29,] 0.51466736
##   [30,] 1.65223353
##   [31,] 1.79312663
##   [32,] 0.79259153
##   [33,] 2.34684431
##   [34,] 1.65919797
##   [35,] 3.06769565
##   [36,] 0.25865415
##   [37,] 1.41129069
##   [38,] 1.82998867
##   [39,] 0.31434530
##   [40,] 0.50067006
##   [41,] 1.77606405
##   [42,] 0.33718685
##   [43,] 0.35496520
##   [44,] 3.59251254
##   [45,] 1.43201056
##   [46,] 0.55628852
##   [47,] 0.94821713
##   [48,] 0.47602796
##   [49,] 0.85304287
##   [50,] 1.04641811
##   [51,] 2.15477063
##   [52,] 0.36516897
##   [53,] 0.51559393
##   [54,] 0.26741826
##   [55,] 0.47074530
##   [56,] 0.85334473
##   [57,] 1.84778447
##   [58,] 0.36153245
##   [59,] 2.95048998
##   [60,] 0.31726298
##   [61,] 0.25650745
##   [62,] 3.29401279
##   [63,] 0.27427686
##   [64,] 0.21177760
##   [65,] 0.41120337
##   [66,] 2.15331090
##   [67,] 0.83025990
##   [68,] 0.26300719
##   [69,] 1.25557023
##   [70,] 1.45373578
##   [71,] 0.16957351
##   [72,] 0.53994525
##   [73,] 1.34376781
##   [74,] 1.70817344
##   [75,] 0.35319676
##   [76,] 1.24739595
##   [77,] 0.38313949
##   [78,] 1.04949269
##   [79,] 1.02402048
##   [80,] 0.84633292
##   [81,] 1.83615044
##   [82,] 0.50790443
##   [83,] 0.31571492
##   [84,] 1.62070783
##   [85,] 0.24217390
##   [86,] 2.19228218
##   [87,] 0.75587179
##   [88,] 2.03869567
##   [89,] 2.22376274
##   [90,] 0.35848116
##   [91,] 1.77844907
##   [92,] 0.19483876
##   [93,] 1.29124572
##   [94,] 1.06994788
##   [95,] 0.31590560
##   [96,] 0.94058227
##   [97,] 0.44874538
##   [98,] 0.67609130
##   [99,] 0.25161767
##  [100,] 0.19184625
##  [101,] 0.34743057
##  [102,] 0.46418935
##  [103,] 1.65504011
##  [104,] 1.28855444
##  [105,] 0.35309651
##  [106,] 0.27963621
##  [107,] 0.43127478
##  [108,] 0.67272351
##  [109,] 1.47445533
##  [110,] 1.36385297
##  [111,] 0.17116925
##  [112,] 1.67959825
##  [113,] 0.57389361
##  [114,] 1.71266547
##  [115,] 0.58397785
##  [116,] 1.75211173
##  [117,] 0.69748187
##  [118,] 0.33110148
##  [119,] 3.11978641
##  [120,] 0.45767820
##  [121,] 0.24679282
##  [122,] 0.83448207
##  [123,] 0.53168413
##  [124,] 1.65223959
##  [125,] 2.38893383
##  [126,] 0.31834700
##  [127,] 0.84407776
##  [128,] 0.31768247
##  [129,] 0.23182455
##  [130,] 1.32257071
##  [131,] 0.66936091
##  [132,] 0.29571448
##  [133,] 0.55438353
##  [134,] 1.97835909
##  [135,] 0.30826605
##  [136,] 1.69049431
##  [137,] 2.05694653
##  [138,] 4.15954038
##  [139,] 0.16553634
##  [140,] 0.26556057
##  [141,] 0.31779766
##  [142,] 0.39951055
##  [143,] 1.09538320
##  [144,] 1.55349239
##  [145,] 0.25854888
##  [146,] 1.75301122
##  [147,] 1.34991341
##  [148,] 0.48943004
##  [149,] 1.07332542
##  [150,] 0.39861590
##  [151,] 0.40160209
##  [152,] 3.21818784
##  [153,] 0.65089094
##  [154,] 0.57204215
##  [155,] 0.24510226
##  [156,] 0.23501986
##  [157,] 0.20525764
##  [158,] 0.79993000
##  [159,] 0.29914082
##  [160,] 0.19892323
##  [161,] 1.40810368
##  [162,] 0.71593600
##  [163,] 0.38727360
##  [164,] 0.87759443
##  [165,] 0.36819539
##  [166,] 1.28380293
##  [167,] 0.19681970
##  [168,] 3.13247806
##  [169,] 1.88978205
##  [170,] 0.29443424
##  [171,] 0.54925493
##  [172,] 0.29416151
##  [173,] 3.07550472
##  [174,] 0.64700051
##  [175,] 0.39906507
##  [176,] 0.51469823
##  [177,] 0.40833412
##  [178,] 0.33504435
##  [179,] 0.30883375
##  [180,] 0.23034631
##  [181,] 0.36687514
##  [182,] 0.62065159
##  [183,] 0.52794448
##  [184,] 0.43736924
##  [185,] 0.99614249
##  [186,] 0.54308471
##  [187,] 0.27259675
##  [188,] 1.93359532
##  [189,] 0.33641892
##  [190,] 0.27746988
##  [191,] 0.30615448
##  [192,] 1.43811973
##  [193,] 1.36179590
##  [194,] 0.74698062
##  [195,] 0.94613842
##  [196,] 0.18305520
##  [197,] 0.63863719
##  [198,] 1.52534884
##  [199,] 0.20765629
##  [200,] 0.28887969
##  [201,] 0.39441445
##  [202,] 0.23695057
##  [203,] 0.26794018
##  [204,] 0.58709719
##  [205,] 2.79721107
##  [206,] 0.80159641
##  [207,] 1.58033399
##  [208,] 0.24813769
##  [209,] 1.77742795
##  [210,] 0.27189952
##  [211,] 1.66090403
##  [212,] 3.09665029
##  [213,] 0.44427501
##  [214,] 2.15866610
##  [215,] 1.22657454
##  [216,] 1.69508632
##  [217,] 0.97803464
##  [218,] 0.40847335
##  [219,] 0.25279090
##  [220,] 0.45108376
##  [221,] 1.51146813
##  [222,] 1.34051738
##  [223,] 0.21876888
##  [224,] 0.78257957
##  [225,] 0.81136329
##  [226,] 1.54834908
##  [227,] 0.40458655
##  [228,] 1.81274531
##  [229,] 2.02221889
##  [230,] 2.13164244
##  [231,] 1.78671398
##  [232,] 0.43314223
##  [233,] 1.63339885
##  [234,] 1.77622781
##  [235,] 0.30762511
##  [236,] 0.20751366
##  [237,] 1.61063593
##  [238,] 0.92789310
##  [239,] 0.82319815
##  [240,] 0.41186533
##  [241,] 2.23691368
##  [242,] 0.24777880
##  [243,] 0.43449861
##  [244,] 0.18260443
##  [245,] 4.66244858
##  [246,] 1.11817812
##  [247,] 0.14627665
##  [248,] 1.90840208
##  [249,] 1.54525406
##  [250,] 0.64817800
##  [251,] 0.28958635
##  [252,] 0.25028715
##  [253,] 0.65509262
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##  [859,] 1.55974063
##  [860,] 3.32601620
##  [861,] 1.78026483
##  [862,] 0.95620258
##  [863,] 2.33592636
##  [864,] 0.82642006
##  [865,] 0.41879425
##  [866,] 1.17924508
##  [867,] 0.38098691
##  [868,] 1.69897863
##  [869,] 1.76959832
##  [870,] 0.14715394
##  [871,] 0.26850582
##  [872,] 0.30101749
##  [873,] 0.53437269
##  [874,] 0.60206927
##  [875,] 1.62294650
##  [876,] 1.11375028
##  [877,] 0.26408299
##  [878,] 0.26010017
##  [879,] 0.61292238
##  [880,] 1.57913942
##  [881,] 0.25747758
##  [882,] 1.55482409
##  [883,] 0.10053774
##  [884,] 1.50174687
##  [885,] 1.02311864
##  [886,] 0.23973469
##  [887,] 0.62652140
##  [888,] 1.66318717
##  [889,] 0.99122729
##  [890,] 0.29640601
##  [891,] 0.35912817
##  [892,] 0.33801934
##  [893,] 0.31336340
##  [894,] 0.52730710
##  [895,] 0.56034798
##  [896,] 1.01165859
##  [897,] 1.51461435
##  [898,] 0.32586194
##  [899,] 1.14270575
##  [900,] 0.65045214
##  [901,] 1.31402923
##  [902,] 3.16927184
##  [903,] 0.22178652
##  [904,] 0.83098425
##  [905,] 1.79396886
##  [906,] 0.21585928
##  [907,] 0.25466154
##  [908,] 0.22678246
##  [909,] 0.35131552
##  [910,] 1.64041620
##  [911,] 1.61937392
##  [912,] 0.31198740
##  [913,] 3.62660932
##  [914,] 0.29958243
##  [915,] 0.90162196
##  [916,] 1.39410488
##  [917,] 2.13479839
##  [918,] 0.54860737
##  [919,] 1.57477229
##  [920,] 0.15705452
##  [921,] 0.93163840
##  [922,] 0.23351878
##  [923,] 1.55407714
##  [924,] 0.86263741
##  [925,] 0.19350827
##  [926,] 0.41257303
##  [927,] 0.60228729
##  [928,] 0.28031638
##  [929,] 0.40326939
##  [930,] 1.53838942
##  [931,] 0.38685870
##  [932,] 0.82953880
##  [933,] 0.79489072
##  [934,] 1.01782494
##  [935,] 0.68550559
##  [936,] 0.55744825
##  [937,] 1.74193139
##  [938,] 0.39589993
##  [939,] 0.49836431
##  [940,] 2.01147127
##  [941,] 0.40456552
##  [942,] 1.24782493
##  [943,] 0.45540862
##  [944,] 0.22028556
##  [945,] 0.62300593
##  [946,] 0.46015973
##  [947,] 1.74508044
##  [948,] 1.63830323
##  [949,] 0.45389685
##  [950,] 1.07258875
##  [951,] 0.22951534
##  [952,] 1.83015550
##  [953,] 0.27035878
##  [954,] 2.30539824
##  [955,] 0.21069047
##  [956,] 0.78703230
##  [957,] 0.31715971
##  [958,] 3.43945114
##  [959,] 0.29447060
##  [960,] 0.30558325
##  [961,] 0.43037187
##  [962,] 0.20607808
##  [963,] 1.61975595
##  [964,] 1.70363963
##  [965,] 0.27567907
##  [966,] 1.73920670
##  [967,] 0.29491879
##  [968,] 0.29805750
##  [969,] 0.44146657
##  [970,] 0.17201079
##  [971,] 0.49083848
##  [972,] 1.75461524
##  [973,] 0.36597605
##  [974,] 0.56756027
##  [975,] 1.66232013
##  [976,] 1.57881457
##  [977,] 0.51990809
##  [978,] 0.38688011
##  [979,] 0.82088908
##  [980,] 0.22821723
##  [981,] 0.35643387
##  [982,] 0.27708003
##  [983,] 1.92196780
##  [984,] 1.45901838
##  [985,] 1.79582324
##  [986,] 1.62009900
##  [987,] 0.28539629
##  [988,] 0.34656836
##  [989,] 0.43307405
##  [990,] 0.20154033
##  [991,] 0.30319329
##  [992,] 0.75328732
##  [993,] 0.44312406
##  [994,] 0.14052013
##  [995,] 0.52809460
##  [996,] 0.32995131
##  [997,] 0.21819970
##  [998,] 1.68434590
##  [999,] 0.41356326
## 
## $model.matrix
##     (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1             1            0            1            0            0
## 2             1           -1           -1           -1           -1
## 3             1            1            0            0            0
## 4             1            1            0            0            0
## 5             1            1            0            0            0
## 6             1            1            0            0            0
## 7             1            0            1            0            0
## 8             1            1            0            0            0
## 9             1            1            0            0            0
## 10            1            0            1            0            0
## 11            1            1            0            0            0
## 12            1            1            0            0            0
## 13            1            1            0            0            0
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## 15            1            1            0            0            0
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## 21            1            1            0            0            0
## 22            1            1            0            0            0
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## 24            1            0            1            0            0
## 25            1            1            0            0            0
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## 206           1            0            1            0            0
## 207           1            0            0            1            0
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## 210           1            0            1            0            0
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## 225           1            1            0            0            0
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## 245           1            0            1            0            0
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## 250           1            1            0            0            0
## 251           1            0            1            0            0
## 252           1            0            1            0            0
## 253           1            1            0            0            0
## 254           1            0            1            0            0
## 255           1            1            0            0            0
## 256           1            0            1            0            0
## 257           1            0            1            0            0
## 258           1            0            1            0            0
## 259           1            0            0            0            1
## 260           1            1            0            0            0
## 261           1            0            1            0            0
## 262           1            0            1            0            0
## 263           1            0            1            0            0
## 264           1            1            0            0            0
## 265           1            1            0            0            0
## 266           1            1            0            0            0
## 267           1            1            0            0            0
## 268           1            1            0            0            0
## 269           1            1            0            0            0
## 270           1            1            0            0            0
## 271           1            0            1            0            0
## 272           1            1            0            0            0
## 273           1            1            0            0            0
## 274           1            0            1            0            0
## 275           1            0            1            0            0
## 276           1            0            1            0            0
## 277           1            0            1            0            0
## 278           1            0            1            0            0
## 279           1            1            0            0            0
## 280           1            1            0            0            0
## 281           1            1            0            0            0
## 282           1            0            1            0            0
## 283           1            0            1            0            0
## 284           1            1            0            0            0
## 285           1            1            0            0            0
## 286           1            0            1            0            0
## 287           1            1            0            0            0
## 288           1            1            0            0            0
## 289           1            0            1            0            0
## 290           1            1            0            0            0
## 291           1            1            0            0            0
## 292           1            1            0            0            0
## 293           1            1            0            0            0
## 294           1            1            0            0            0
## 295           1            0            1            0            0
## 296           1            1            0            0            0
## 297           1            1            0            0            0
## 298           1            1            0            0            0
## 299           1            0            1            0            0
## 300           1            1            0            0            0
## 301           1            0            1            0            0
## 302           1            1            0            0            0
## 303           1            0            1            0            0
## 304           1            1            0            0            0
## 305           1            1            0            0            0
## 306           1            0            1            0            0
## 307           1            0            1            0            0
## 308           1            1            0            0            0
## 309           1            0            1            0            0
## 310           1            0            1            0            0
## 311           1            0            1            0            0
## 312           1            1            0            0            0
## 
## $terms
## cm ~ demo$gender
## attr(,"variables")
## list(cm, demo$gender)
## attr(,"factors")
##             demo$gender
## cm                    0
## demo$gender           1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to gender.


Intrinsic Motivation

Now, Intrinsic Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$gender   4    0.0468 0.011706 0.41002 0.00531   0.63
## Residuals   307    8.7651 0.028551         0.99469       
## Total       311    8.8119                  1.00000       
## 
## $call
## adonis(formula = im ~ demo$gender)
## 
## $coefficients
##                     im1         im2        im3        im4        im5
## (Intercept)   4.6447773  4.20861533  4.1584254  3.9085463  4.1420062
## demo$gender1 -0.6005784 -0.27491367 -0.2412983 -0.1626899 -0.3851001
## demo$gender2 -0.4650898 -0.09924033 -0.2834254 -0.1116713 -0.1888812
## demo$gender3  0.3552227  0.79138467  0.8415746  1.0914537  0.8579938
## demo$gender4  0.3552227  0.79138467  0.8415746 -0.9085463 -0.1420062
## 
## $coef.sites
##                        1          2            3            4           5
## (Intercept)   0.09518411 0.10905456  0.108673626  0.203745633  0.09130168
## demo$gender1  0.04906824 0.03670557  0.013001462 -0.002502411  0.03914415
## demo$gender2  0.03629067 0.03214327  0.009783824  0.002849008  0.03118945
## demo$gender3 -0.09518411 0.02730907 -0.021717104  0.046254367 -0.04963501
## demo$gender4 -0.03135432 0.01289666  0.007605444  0.039497610 -0.02463501
##                        6            7           8           9          10
## (Intercept)   0.12314554  0.249441880  0.09054108  0.08120974  0.60199422
## demo$gender1  0.01238284 -0.011075996  0.03992661  0.04676851 -0.04050561
## demo$gender2  0.01318201 -0.001030695  0.02812519  0.03773373 -0.03314136
## demo$gender3  0.03964515  0.066347594 -0.04887441 -0.03954307  0.06467245
## demo$gender4 -0.02314554  0.007700977 -0.02387441 -0.05898752  0.02763541
##                       11          12           13           14          15
## (Intercept)   0.10282701  0.08120974  0.109841844  0.101892058  0.09703338
## demo$gender1  0.03151374  0.04676851  0.013071356  0.010815182  0.02837837
## demo$gender2  0.02577680  0.03773373  0.013218584  0.011588710  0.02706853
## demo$gender3 -0.06116034 -0.03954307 -0.022885322  0.009219053  0.01407774
## demo$gender4 -0.03616034 -0.05898752  0.006437226 -0.006653963 -0.04941433
##                       16          17           18          19          20
## (Intercept)   0.09518411  0.09518411  0.109841844  0.09518411  0.11831300
## demo$gender1  0.04906824  0.04906824  0.013071356  0.04906824  0.01870240
## demo$gender2  0.03629067  0.03629067  0.013218584  0.03629067  0.02143907
## demo$gender3 -0.09518411 -0.09518411 -0.022885322 -0.09518411  0.01805064
## demo$gender4 -0.03135432 -0.03135432  0.006437226 -0.03135432 -0.04514227
##                       21          22           23          24           25
## (Intercept)   0.09518411  0.09890724  0.203235940  0.12314554  0.101750678
## demo$gender1  0.04906824  0.02016090 -0.003867556  0.01238284  0.032369615
## demo$gender2  0.03629067  0.01983687  0.002685075  0.01318201  0.024866547
## demo$gender3 -0.09518411 -0.01195072  0.046764060  0.03964515 -0.060084011
## demo$gender4 -0.03135432 -0.02913980  0.040007303 -0.02314554  0.009360433
##                       26           27          28          29           30
## (Intercept)   0.60199422  0.094095298 0.112263958  0.09518411  0.101892058
## demo$gender1 -0.04050561  0.030738245 0.013591842  0.04906824  0.010815182
## demo$gender2 -0.03314136  0.023638039 0.012253596  0.03629067  0.011588710
## demo$gender3  0.06467245 -0.030265511 0.024099679 -0.09518411  0.009219053
## demo$gender4  0.02763541 -0.003186207 0.009687262 -0.03135432 -0.006653963
##                         31          32           33         34          35
## (Intercept)   0.0871865834  0.44477492  0.203638010 0.12493260  0.12314554
## demo$gender1  0.0290689582 -0.03253631 -0.007941701 0.01764375  0.01238284
## demo$gender2  0.0257668285 -0.02236453  0.003195953 0.01733633  0.01318201
## demo$gender3 -0.0002300617  0.07037660  0.046361990 0.03785810  0.03964515
## demo$gender4 -0.0174191416  0.02189175 -0.014448821 0.02506740 -0.02314554
##                        36          37           38          39          40
## (Intercept)   0.112303630  0.09518411  0.101892058  0.44485203  0.09518411
## demo$gender1  0.009597877  0.04906824  0.010815182 -0.03118617  0.04906824
## demo$gender2  0.012515489  0.03629067  0.011588710 -0.02348331  0.03629067
## demo$gender3  0.024060006 -0.09518411  0.009219053  0.07029948 -0.09518411
## demo$gender4 -0.039132899 -0.03135432 -0.006653963  0.02181463 -0.03135432
##                       41          42          43          44           45
## (Intercept)   0.09518411  0.09879454  0.09518411 0.137759817  0.125087690
## demo$gender1  0.04906824  0.04053034  0.04906824 0.010579980  0.004900799
## demo$gender2  0.03629067  0.03220952  0.03629067 0.008827693  0.006784256
## demo$gender3 -0.09518411 -0.07838637 -0.09518411 0.025030880  0.011275947
## demo$gender4 -0.03135432 -0.01183802 -0.03135432 0.012240183 -0.003136470
##                        46          47           48          49          50
## (Intercept)   0.187315819 0.118273327  0.265706447  0.13636499  0.08377356
## demo$gender1 -0.001324666 0.022696366 -0.020606988  0.01647493  0.03853602
## demo$gender2  0.006435874 0.021177182 -0.005206001  0.01838316  0.03032959
## demo$gender3  0.062684181 0.018090309  0.050083026  0.05411120 -0.01994377
## demo$gender4  0.001873370 0.003677892 -0.008563590 -0.00815986 -0.03831901
##                       51           52            53          54           55
## (Intercept)   0.60199422  0.146092802  0.1232821274  0.60199422  0.161443728
## demo$gender1 -0.04050561  0.001681390  0.0006945719 -0.04050561 -0.002064884
## demo$gender2 -0.03314136  0.006804587  0.0055737966 -0.03314136  0.005321587
## demo$gender3  0.06467245  0.044383388  0.0130815089  0.06467245  0.029032462
## demo$gender4  0.02763541 -0.017887674 -0.0013309079  0.02763541  0.018043451
##                        56          57           58          59           60
## (Intercept)   0.119767852  0.12314554  0.112303630  0.08782840  0.101892058
## demo$gender1  0.010551947  0.01238284  0.009597877  0.04792267  0.010815182
## demo$gender2  0.014197276  0.01318201  0.012515489  0.03539704  0.011588710
## demo$gender3 -0.008656741  0.03964515  0.024060006 -0.06742024  0.009219053
## demo$gender4 -0.024529757 -0.02314554 -0.039132899 -0.04435014 -0.006653963
##                       61           62           63           64           65
## (Intercept)   0.08782840  0.114171169  0.146092802  0.146092802  0.101892058
## demo$gender1  0.04792267  0.033349556  0.001681390  0.001681390  0.010815182
## demo$gender2  0.03539704  0.025891667  0.006804587  0.006804587  0.011588710
## demo$gender3 -0.06742024 -0.003060058  0.044383388  0.044383388  0.009219053
## demo$gender4 -0.04435014 -0.018933074 -0.017887674 -0.017887674 -0.006653963
##                        66          67          68          69          70
## (Intercept)   0.093358395  0.09518411  0.09054108  0.10391680  0.09241934
## demo$gender1  0.038120762  0.04906824  0.03992661  0.03390633  0.03921151
## demo$gender2  0.031742087  0.03629067  0.02812519  0.02460848  0.03447509
## demo$gender3 -0.006401873 -0.09518411 -0.04887441 -0.01696028 -0.05075267
## demo$gender4 -0.070102581 -0.03135432 -0.02387441  0.01236227 -0.02575267
##                       71            72          73          74          75
## (Intercept)   0.12344119  0.0871865834  0.09054108  0.09811137  0.09518411
## demo$gender1  0.03391583  0.0290689582  0.03992661  0.02098073  0.04906824
## demo$gender2  0.02968377  0.0257668285  0.02812519  0.01662942  0.03629067
## demo$gender3 -0.03648467 -0.0002300617 -0.04887441 -0.01115485 -0.09518411
## demo$gender4 -0.05367375 -0.0174191416 -0.02387441 -0.02834393 -0.03135432
##                        76            77          78            79          80
## (Intercept)   0.148084380  0.0871865834  0.60199422  0.1107841558  0.08892240
## demo$gender1 -0.005075804  0.0290689582 -0.04050561  0.0241993893  0.04798883
## demo$gender2  0.001403112  0.0257668285 -0.03314136  0.0248807949  0.03861286
## demo$gender3  0.014706317 -0.0002300617  0.06467245  0.0003269553 -0.06851423
## demo$gender4  0.001915620 -0.0174191416  0.02763541 -0.0155460606 -0.04544413
##                       81           82          83          84            85
## (Intercept)   0.09811137  0.101892058  0.10905126  0.10475525  0.1232821274
## demo$gender1  0.02098073  0.010815182  0.01923980  0.02285007  0.0006945719
## demo$gender2  0.01662942  0.011588710  0.02097869  0.01472559  0.0055737966
## demo$gender3 -0.01115485  0.009219053  0.00205985 -0.04092547  0.0130815089
## demo$gender4 -0.02834393 -0.006653963 -0.06143221 -0.01384616 -0.0013309079
##                        86          87           88          89           90
## (Intercept)   0.112303630  0.08892240  0.282046728  0.09054108  0.172176268
## demo$gender1  0.009597877  0.04798883 -0.017698267  0.03992661 -0.005083731
## demo$gender2  0.012515489  0.03861286 -0.007436999  0.02812519  0.001348461
## demo$gender3  0.024060006 -0.06851423  0.069304623 -0.04887441  0.047335927
## demo$gender4 -0.039132899 -0.04544413  0.012070919 -0.02387441 -0.014281532
##                        91          92          93           94          95
## (Intercept)   0.094095298  0.08455139  0.13636499  0.101892058  0.08782840
## demo$gender1  0.030738245  0.03773531  0.01647493  0.010815182  0.04792267
## demo$gender2  0.023638039  0.03346381  0.01838316  0.011588710  0.03539704
## demo$gender3 -0.030265511 -0.02072161  0.05411120  0.009219053 -0.06742024
## demo$gender4 -0.003186207 -0.03909685 -0.00815986 -0.006653963 -0.04435014
##                        96          97          98          99         100
## (Intercept)   0.101892058  0.08377356  0.35831537  0.12314554  0.09518411
## demo$gender1  0.010815182  0.03853602 -0.02718940  0.01238284  0.04906824
## demo$gender2  0.011588710  0.03032959 -0.01178076  0.01318201  0.03629067
## demo$gender3  0.009219053 -0.01994377  0.07025606  0.03964515 -0.09518411
## demo$gender4 -0.006653963 -0.03831901  0.01668463 -0.02314554 -0.03135432
##                        101         102          103          104         105
## (Intercept)   0.0871865834  0.09518411  0.129809009  0.112303630  0.09518411
## demo$gender1  0.0290689582  0.04906824  0.010182041  0.009597877  0.04906824
## demo$gender2  0.0257668285  0.03629067  0.011815880  0.012515489  0.03629067
## demo$gender3 -0.0002300617 -0.09518411  0.006554628  0.024060006 -0.09518411
## demo$gender4 -0.0174191416 -0.03135432 -0.056638277 -0.039132899 -0.03135432
##                      106         107         108         109         110
## (Intercept)   0.44405919  0.09054108 0.134399054  0.49350644  0.09811137
## demo$gender1 -0.03680979  0.03992661 0.003253066 -0.03389229  0.02098073
## demo$gender2 -0.02023822  0.02812519 0.006072318 -0.02686823  0.01662942
## demo$gender3  0.07109232 -0.04887441 0.028391644  0.06899356 -0.01115485
## demo$gender4  0.02260747 -0.02387441 0.015600946  0.02373494 -0.02834393
##                      111         112         113         114         115
## (Intercept)   0.09811137  0.08120974  0.09518411  0.09811137  0.60199422
## demo$gender1  0.02098073  0.04676851  0.04906824  0.02098073 -0.04050561
## demo$gender2  0.01662942  0.03773373  0.03629067  0.01662942 -0.03314136
## demo$gender3 -0.01115485 -0.03954307 -0.09518411 -0.01115485  0.06467245
## demo$gender4 -0.02834393 -0.05898752 -0.03135432 -0.02834393  0.02763541
##                      116         117           118           119         120
## (Intercept)   0.09518411  0.09518411  0.1232821274  0.1344594476 0.112263958
## demo$gender1  0.04906824  0.04906824  0.0006945719 -0.0008659813 0.013591842
## demo$gender2  0.03629067  0.03629067  0.0055737966  0.0063184914 0.012253596
## demo$gender3 -0.09518411 -0.09518411  0.0130815089  0.0283312501 0.024099679
## demo$gender4 -0.03135432 -0.03135432 -0.0013309079 -0.0344594476 0.009687262
##                      121         122         123          124          125
## (Intercept)   0.10667547  0.09518411  0.09518411  0.101892058  0.172726927
## demo$gender1  0.02211796  0.04906824  0.04906824  0.010815182 -0.004442749
## demo$gender2  0.02121835  0.03629067  0.03629067  0.011588710  0.002359456
## demo$gender3 -0.04284568 -0.09518411 -0.09518411  0.009219053  0.046785268
## demo$gender4 -0.01576638 -0.03135432 -0.03135432 -0.006653963 -0.014832191
##                      126          127          128         129         130
## (Intercept)   0.10282701  0.160955278  0.423076467  0.09518411  0.09518411
## demo$gender1  0.03151374 -0.005225246 -0.032600727  0.04906824  0.04906824
## demo$gender2  0.02577680  0.002743096 -0.016684375  0.03629067  0.03629067
## demo$gender3 -0.06116034  0.029520912  0.047511768 -0.09518411 -0.09518411
## demo$gender4 -0.03616034 -0.032750150 -0.003721628 -0.03135432 -0.03135432
##                       131         132         133          134         135
## (Intercept)   0.217680580  0.09890724  0.09518411  0.112158343  0.09890724
## demo$gender1 -0.005947623  0.02016090  0.04906824  0.024671851  0.02016090
## demo$gender2  0.003200708  0.01983687  0.03629067  0.016168258  0.01983687
## demo$gender3  0.064370702 -0.01195072 -0.09518411 -0.070491677 -0.01195072
## demo$gender4  0.004541642 -0.02913980 -0.03135432 -0.001047232 -0.02913980
##                        136         137           138          139         140
## (Intercept)   0.0871865834  0.09518411  0.0871865834  0.094154267  0.08782840
## demo$gender1  0.0290689582  0.04906824  0.0290689582  0.037300934  0.04792267
## demo$gender2  0.0257668285  0.03629067  0.0257668285  0.034949532  0.03539704
## demo$gender3 -0.0002300617 -0.09518411 -0.0002300617 -0.007197745 -0.06742024
## demo$gender4 -0.0174191416 -0.03135432 -0.0174191416 -0.070898453 -0.04435014
##                      141          142         143         144          145
## (Intercept)   0.09715472  0.101892058  0.09055964  0.08120974  0.202081721
## demo$gender1  0.04779865  0.010815182  0.04658399  0.04676851 -0.005822600
## demo$gender2  0.03691947  0.011588710  0.03931391  0.03773373  0.001177461
## demo$gender3 -0.05548805  0.009219053 -0.02672985 -0.03954307  0.047918279
## demo$gender4 -0.07493249 -0.006653963 -0.09055964 -0.05898752  0.041161522
##                       146          147         148         149          150
## (Intercept)   0.094095298  0.101750678  0.44662440  0.60199422  0.093354548
## demo$gender1  0.030738245  0.032369615 -0.03280240 -0.04050561  0.041885600
## demo$gender2  0.023638039  0.024866547 -0.01654998 -0.03314136  0.031454081
## demo$gender3 -0.030265511 -0.060084011  0.06852711  0.06467245 -0.006398026
## demo$gender4 -0.003186207  0.009360433  0.02004226  0.02763541 -0.023587106
##                      151         152          153          154         155
## (Intercept)  0.114063364  0.09518411  0.146092802  0.101892058  0.09879454
## demo$gender1 0.014703773  0.04906824  0.001681390  0.010815182  0.04053034
## demo$gender2 0.016539885  0.03629067  0.006804587  0.011588710  0.03220952
## demo$gender3 0.022300272 -0.09518411  0.044383388  0.009219053 -0.07838637
## demo$gender4 0.007887855 -0.03135432 -0.017887674 -0.006653963 -0.01183802
##                      156         157         158         159          160
## (Intercept)   0.09518411  0.09518411  0.09518411  0.10762945  0.100115183
## demo$gender1  0.04906824  0.04906824  0.04906824  0.04458420  0.043246588
## demo$gender2  0.03629067  0.03629067  0.03629067  0.03028828  0.029189351
## demo$gender3 -0.09518411 -0.09518411 -0.09518411 -0.06596278 -0.036285396
## demo$gender4 -0.03135432 -0.03135432 -0.03135432  0.00348166 -0.009206092
##                       161         162         163          164         165
## (Intercept)   0.112303630  0.08120974  0.09805043  0.232382075  0.11879084
## demo$gender1  0.009597877  0.04676851  0.04129538 -0.013287347  0.02307931
## demo$gender2  0.012515489  0.03773373  0.02921215 -0.005961144  0.01849568
## demo$gender3  0.024060006 -0.03954307 -0.07764226  0.049669207  0.01757280
## demo$gender4 -0.039132899 -0.05898752 -0.01109391 -0.010159853 -0.04562011
##                      166         167          168         169           170
## (Intercept)   0.09518411  0.09518411  0.162172263  0.08377356  0.1344594476
## demo$gender1  0.04906824  0.04906824  0.010135896  0.03853602 -0.0008659813
## demo$gender2  0.03629067  0.03629067  0.013259677  0.03032959  0.0063184914
## demo$gender3 -0.09518411 -0.09518411  0.057339932 -0.01994377  0.0283312501
## demo$gender4 -0.03135432 -0.03135432 -0.004277527 -0.03831901 -0.0344594476
##                       171          172         173         174         175
## (Intercept)   0.147990918  0.149556980  0.12314554  0.09518411  0.09054108
## demo$gender1  0.002854768  0.009231488  0.01238284  0.04906824  0.03992661
## demo$gender2  0.011325555  0.009647023  0.01318201  0.03629067  0.02812519
## demo$gender3  0.042485273  0.040919210  0.03964515 -0.09518411 -0.04887441
## demo$gender4 -0.019785790 -0.021351852 -0.02314554 -0.03135432 -0.02387441
##                       176         177          178          179         180
## (Intercept)   0.133032732  0.39861747  0.101892058  0.101892058  0.10905126
## demo$gender1  0.021292726 -0.03389948  0.010815182  0.010815182  0.01923980
## demo$gender2  0.014227455 -0.01733405  0.011588710  0.011588710  0.02097869
## demo$gender3  0.003330905  0.07197077  0.009219053  0.009219053  0.00205985
## demo$gender4 -0.011081512  0.02073737 -0.006653963 -0.006653963 -0.06143221
##                      181          182           183         184         185
## (Intercept)   0.09518411  0.147990918  0.0871865834  0.09518411  0.09518411
## demo$gender1  0.04906824  0.002854768  0.0290689582  0.04906824  0.04906824
## demo$gender2  0.03629067  0.011325555  0.0257668285  0.03629067  0.03629067
## demo$gender3 -0.09518411  0.042485273 -0.0002300617 -0.09518411 -0.09518411
## demo$gender4 -0.03135432 -0.019785790 -0.0174191416 -0.03135432 -0.03135432
##                       186         187          188         189         190
## (Intercept)   0.248207225  0.12499299  0.101892058  0.08120974  0.09518411
## demo$gender1 -0.013156248  0.01352470  0.010815182  0.04676851  0.04906824
## demo$gender2 -0.002654406  0.01758250  0.011588710  0.03773373  0.03629067
## demo$gender3  0.067582248  0.03779770  0.009219053 -0.03954307 -0.09518411
## demo$gender4  0.008935632 -0.02499299 -0.006653963 -0.05898752 -0.03135432
##                      191          192         193         194          195
## (Intercept)   0.54611085  0.093358395  0.09518411  0.09518411  0.101892058
## demo$gender1 -0.03576807  0.038120762  0.04906824  0.04906824  0.010815182
## demo$gender2 -0.03023117  0.031742087  0.03629067  0.03629067  0.011588710
## demo$gender3  0.06679237 -0.006401873 -0.09518411 -0.09518411  0.009219053
## demo$gender4  0.02531772 -0.070102581 -0.03135432 -0.03135432 -0.006653963
##                        196          197          198         199         200
## (Intercept)   0.1232821274  0.101892058  0.187315819  0.09805043  0.09518411
## demo$gender1  0.0006945719  0.010815182 -0.001324666  0.04129538  0.04906824
## demo$gender2  0.0055737966  0.011588710  0.006435874  0.02921215  0.03629067
## demo$gender3  0.0130815089  0.009219053  0.062684181 -0.07764226 -0.09518411
## demo$gender4 -0.0013309079 -0.006653963  0.001873370 -0.01109391 -0.03135432
##                      201         202         203         204         205
## (Intercept)   0.16324220  0.10667547  0.10667547  0.09518411  0.10667547
## demo$gender1  0.01631056  0.02211796  0.02211796  0.04906824  0.02211796
## demo$gender2  0.01227707  0.02121835  0.02121835  0.03629067  0.02121835
## demo$gender3 -0.02687857 -0.04284568 -0.04284568 -0.09518411 -0.04284568
## demo$gender4  0.05626999 -0.01576638 -0.01576638 -0.03135432 -0.01576638
##                      206         207          208          209          210
## (Intercept)   0.60199422  0.09518411  0.094095298  0.201059400  0.160077858
## demo$gender1 -0.04050561  0.04906824  0.030738245 -0.009849592 -0.002620602
## demo$gender2 -0.03314136  0.03629067  0.023638039 -0.002631985  0.001779695
## demo$gender3  0.06467245 -0.09518411 -0.030265511  0.048940600  0.030398332
## demo$gender4  0.02763541 -0.03135432 -0.003186207 -0.011870211  0.019409321
##                       211         212         213          214         215
## (Intercept)   0.108236494  0.10905126  0.13636499  0.137600100  0.09890724
## demo$gender1  0.020079682  0.01923980  0.01647493  0.005650553  0.02016090
## demo$gender2  0.017694512  0.02097869  0.01838316  0.009223914  0.01983687
## demo$gender3  0.002874617  0.00205985  0.05411120  0.025190598 -0.01195072
## demo$gender4 -0.060617446 -0.06143221 -0.00815986 -0.037600100 -0.02913980
##                      216           217         218         219         220
## (Intercept)   0.44829479  0.1896752497  0.09890724  0.09518411  0.09518411
## demo$gender1 -0.02608496 -0.0040765444  0.02016090  0.04906824  0.04906824
## demo$gender2 -0.01825625  0.0002066397  0.01983687  0.03629067  0.03629067
## demo$gender3  0.06685672  0.0298369454 -0.01195072 -0.09518411 -0.09518411
## demo$gender4  0.01837187  0.0208510661 -0.02913980 -0.03135432 -0.03135432
##                      221         222         223         224         225
## (Intercept)   0.09518411  0.09518411  0.09518411  0.54611085  0.35622015
## demo$gender1  0.04906824  0.04906824  0.04906824 -0.03576807 -0.02970659
## demo$gender2  0.03629067  0.03629067  0.03629067 -0.03023117 -0.01554921
## demo$gender3 -0.09518411 -0.09518411 -0.09518411  0.06679237  0.07235128
## demo$gender4 -0.03135432 -0.03135432 -0.03135432  0.02531772  0.01877985
##                      226         227           228          229         230
## (Intercept)   0.12314554  0.12705220  0.0871865834  0.101892058  0.08782840
## demo$gender1  0.01238284  0.02491887  0.0290689582  0.010815182  0.04792267
## demo$gender2  0.01318201  0.02168340  0.0257668285  0.011588710  0.03539704
## demo$gender3  0.03964515 -0.01594109 -0.0002300617  0.009219053 -0.06742024
## demo$gender4 -0.02314554 -0.03181411 -0.0174191416 -0.006653963 -0.04435014
##                      231         232           233         234         235
## (Intercept)   0.40068285  0.09518411  0.1232821274  0.08377356  0.60199422
## demo$gender1 -0.03089935  0.04906824  0.0006945719  0.03853602 -0.04050561
## demo$gender2 -0.01413803  0.03629067  0.0055737966  0.03032959 -0.03314136
## demo$gender3  0.06990538 -0.09518411  0.0130815089 -0.01994377  0.06467245
## demo$gender4  0.01867199 -0.03135432 -0.0013309079 -0.03831901  0.02763541
##                       236         237         238         239         240
## (Intercept)   0.101892058  0.08782840  0.08377356  0.33819271  0.39879464
## demo$gender1  0.010815182  0.04792267  0.03853602 -0.02251188 -0.03241159
## demo$gender2  0.011588710  0.03539704  0.03032959 -0.01240495 -0.01829042
## demo$gender3  0.009219053 -0.06742024 -0.01994377  0.05069618  0.07179359
## demo$gender4 -0.006653963 -0.04435014 -0.03831901  0.05574669  0.02056020
##                       241           242          243         244          245
## (Intercept)   0.101892058  0.1232821274  0.101892058  0.09518411  0.175499271
## demo$gender1  0.010815182  0.0006945719  0.010815182  0.04906824 -0.001534583
## demo$gender2  0.011588710  0.0055737966  0.011588710  0.03629067  0.007768321
## demo$gender3  0.009219053  0.0130815089  0.009219053 -0.09518411  0.044012924
## demo$gender4 -0.006653963 -0.0013309079 -0.006653963 -0.03135432 -0.017604534
##                      246         247          248         249         250
## (Intercept)  0.112263958  0.35831537  0.159628900  0.09890724  0.08892240
## demo$gender1 0.013591842 -0.02718940 -0.007490274  0.02016090  0.04798883
## demo$gender2 0.012253596 -0.01178076  0.001028988  0.01983687  0.03861286
## demo$gender3 0.024099679  0.07025606  0.030847291 -0.01195072 -0.06851423
## demo$gender4 0.009687262  0.01668463 -0.031423772 -0.02913980 -0.04544413
##                      251          252          253         254          255
## (Intercept)   0.09055964  0.093358395  0.101892058  0.08782840  0.101892058
## demo$gender1  0.04658399  0.038120762  0.010815182  0.04792267  0.010815182
## demo$gender2  0.03931391  0.031742087  0.011588710  0.03539704  0.011588710
## demo$gender3 -0.02672985 -0.006401873  0.009219053 -0.06742024  0.009219053
## demo$gender4 -0.09055964 -0.070102581 -0.006653963 -0.04435014 -0.006653963
##                      256         257         258         259         260
## (Intercept)   0.12314554  0.08377356  0.10508502  0.09055964  0.40113212
## demo$gender1  0.01238284  0.03853602  0.03397623  0.04658399 -0.02800920
## demo$gender2  0.01318201  0.03032959  0.02804324  0.03931391 -0.01568037
## demo$gender3  0.03964515 -0.01994377 -0.01812850 -0.02672985  0.06945612
## demo$gender4 -0.02314554 -0.03831901  0.01119405 -0.09055964  0.01822272
##                       261          262          263         264         265
## (Intercept)   0.094095298  0.216487498  0.282046728  0.44444873  0.35831537
## demo$gender1  0.030738245 -0.007963383 -0.017698267 -0.03596778 -0.02718940
## demo$gender2  0.023638039  0.001637220 -0.007436999 -0.01991161 -0.01178076
## demo$gender3 -0.030265511  0.065563784  0.069304623  0.07070278  0.07025606
## demo$gender4 -0.003186207  0.005734725  0.012070919  0.02221793  0.01668463
##                      266          267         268          269          270
## (Intercept)   0.09518411  0.112303630 0.114063364  0.094095298  0.109841844
## demo$gender1  0.04906824  0.009597877 0.014703773  0.030738245  0.013071356
## demo$gender2  0.03629067  0.012515489 0.016539885  0.023638039  0.013218584
## demo$gender3 -0.09518411  0.024060006 0.022300272 -0.030265511 -0.022885322
## demo$gender4 -0.03135432 -0.039132899 0.007887855 -0.003186207  0.006437226
##                      271          272         273         274         275
## (Intercept)   0.09054108  0.282206864  0.09054108  0.09518411  0.10821560
## demo$gender1  0.03992661 -0.018647422  0.03992661  0.04906824  0.02395578
## demo$gender2  0.02812519 -0.006007435  0.02812519  0.03629067  0.01741874
## demo$gender3 -0.04887441  0.069144487 -0.04887441 -0.09518411  0.00289551
## demo$gender4 -0.02387441  0.011910783 -0.02387441 -0.03135432 -0.01297751
##                        276          277         278         279         280
## (Intercept)   0.0871865834  0.101892058  0.09518411  0.10392065  0.49308444
## demo$gender1  0.0290689582  0.010815182  0.04906824  0.03014150 -0.03897664
## demo$gender2  0.0257668285  0.011588710  0.03629067  0.02489649 -0.02304987
## demo$gender3 -0.0002300617  0.009219053 -0.09518411 -0.01696413  0.06941556
## demo$gender4 -0.0174191416 -0.006653963 -0.03135432 -0.03415321  0.02415694
##                      281         282         283         284         285
## (Intercept)   0.10667547  0.60199422  0.09518411  0.09518411  0.08782840
## demo$gender1  0.02211796 -0.04050561  0.04906824  0.04906824  0.04792267
## demo$gender2  0.02121835 -0.03314136  0.03629067  0.03629067  0.03539704
## demo$gender3 -0.04284568  0.06467245 -0.09518411 -0.09518411 -0.06742024
## demo$gender4 -0.01576638  0.02763541 -0.03135432 -0.03135432 -0.04435014
##                      286         287         288          289          290
## (Intercept)   0.09518411  0.12314554  0.09518411  0.112303630  0.109841844
## demo$gender1  0.04906824  0.01238284  0.04906824  0.009597877  0.013071356
## demo$gender2  0.03629067  0.01318201  0.03629067  0.012515489  0.013218584
## demo$gender3 -0.09518411  0.03964515 -0.09518411  0.024060006 -0.022885322
## demo$gender4 -0.03135432 -0.02314554 -0.03135432 -0.039132899  0.006437226
##                      291         292         293         294         295
## (Intercept)   0.09518411  0.09130168  0.09805043 0.112263958  0.09518411
## demo$gender1  0.04906824  0.03914415  0.04129538 0.013591842  0.04906824
## demo$gender2  0.03629067  0.03118945  0.02921215 0.012253596  0.03629067
## demo$gender3 -0.09518411 -0.04963501 -0.07764226 0.024099679 -0.09518411
## demo$gender4 -0.03135432 -0.02463501 -0.01109391 0.009687262 -0.03135432
##                       296         297         298          299         300
## (Intercept)   0.173613956  0.09715472  0.39893061  0.136315837  0.09518411
## demo$gender1 -0.011792266  0.04779865 -0.03065448  0.003457979  0.04906824
## demo$gender2 -0.003995903  0.03691947 -0.01963962  0.007563700  0.03629067
## demo$gender3  0.016862235 -0.05548805  0.07165762  0.026474860 -0.09518411
## demo$gender4  0.005873224 -0.07493249  0.02042423 -0.036315837 -0.03135432
##                      301         302         303         304           305
## (Intercept)   0.08782840  0.09518411  0.08120974  0.09890724  0.1884927131
## demo$gender1  0.04792267  0.04906824  0.04676851  0.02016090 -0.0082750685
## demo$gender2  0.03539704  0.03629067  0.03773373  0.01983687  0.0008575541
## demo$gender3 -0.06742024 -0.09518411 -0.03954307 -0.01195072  0.0310194820
## demo$gender4 -0.04435014 -0.03135432 -0.05898752 -0.02913980  0.0220336027
##                      306         307         308         309          310
## (Intercept)   0.09890724 0.134399054  0.09811137  0.08782840  0.282206864
## demo$gender1  0.02016090 0.003253066  0.02098073  0.04792267 -0.018647422
## demo$gender2  0.01983687 0.006072318  0.01662942  0.03539704 -0.006007435
## demo$gender3 -0.01195072 0.028391644 -0.01115485 -0.06742024  0.069144487
## demo$gender4 -0.02913980 0.015600946 -0.02834393 -0.04435014  0.011910783
##                      311          312
## (Intercept)   0.09890724  0.249383457
## demo$gender1  0.02016090 -0.010306498
## demo$gender2  0.01983687 -0.001975461
## demo$gender3 -0.01195072  0.066406017
## demo$gender4 -0.02913980  0.007759400
## 
## $f.perms
##               [,1]
##    [1,] 0.31491563
##    [2,] 1.96470389
##    [3,] 0.72369248
##    [4,] 0.61039305
##    [5,] 0.45622483
##    [6,] 0.42583501
##    [7,] 0.15392902
##    [8,] 0.50064716
##    [9,] 1.71438477
##   [10,] 0.38096052
##   [11,] 0.39911338
##   [12,] 0.22051679
##   [13,] 0.40189079
##   [14,] 3.24080768
##   [15,] 5.64905867
##   [16,] 0.29121528
##   [17,] 0.24473917
##   [18,] 1.88039632
##   [19,] 0.46568925
##   [20,] 1.20379323
##   [21,] 0.47818490
##   [22,] 0.31606873
##   [23,] 0.62401301
##   [24,] 0.67536555
##   [25,] 0.88168258
##   [26,] 0.43708896
##   [27,] 3.00915336
##   [28,] 0.16814907
##   [29,] 0.35569341
##   [30,] 0.75592433
##   [31,] 2.38225273
##   [32,] 1.81089536
##   [33,] 0.29177386
##   [34,] 2.96407377
##   [35,] 6.15377497
##   [36,] 0.18190745
##   [37,] 0.27231607
##   [38,] 0.37013044
##   [39,] 0.26531463
##   [40,] 0.37023824
##   [41,] 3.18732209
##   [42,] 0.25412523
##   [43,] 0.50820169
##   [44,] 4.77753703
##   [45,] 0.52033260
##   [46,] 1.59390603
##   [47,] 0.86781475
##   [48,] 0.38902085
##   [49,] 0.25833960
##   [50,] 0.50939049
##   [51,] 1.64219013
##   [52,] 0.39636214
##   [53,] 0.32122788
##   [54,] 0.39041386
##   [55,] 1.30269872
##   [56,] 0.16884531
##   [57,] 1.45268092
##   [58,] 0.48166299
##   [59,] 1.40911807
##   [60,] 0.95799164
##   [61,] 1.46954412
##   [62,] 0.42446238
##   [63,] 0.45430856
##   [64,] 0.31601899
##   [65,] 0.25870600
##   [66,] 2.25415994
##   [67,] 0.27275380
##   [68,] 0.48331693
##   [69,] 0.46347187
##   [70,] 0.22346611
##   [71,] 0.09242472
##   [72,] 0.58399942
##   [73,] 0.35231261
##   [74,] 0.63824347
##   [75,] 2.51927119
##   [76,] 0.94340322
##   [77,] 1.21398746
##   [78,] 1.15119707
##   [79,] 1.72728862
##   [80,] 1.35189129
##   [81,] 1.95472820
##   [82,] 0.25422120
##   [83,] 0.29602189
##   [84,] 0.31924871
##   [85,] 0.30851572
##   [86,] 3.46219510
##   [87,] 0.67717275
##   [88,] 3.39968373
##   [89,] 0.45951459
##   [90,] 0.20705676
##   [91,] 0.40582759
##   [92,] 0.33667456
##   [93,] 0.79194591
##   [94,] 0.44760580
##   [95,] 0.21685999
##   [96,] 3.57047301
##   [97,] 1.27649330
##   [98,] 1.26514646
##   [99,] 0.46705464
##  [100,] 0.36951741
##  [101,] 0.26918495
##  [102,] 0.35181597
##  [103,] 2.25270159
##  [104,] 0.30636697
##  [105,] 0.55155603
##  [106,] 0.42146138
##  [107,] 1.22582759
##  [108,] 0.13937612
##  [109,] 0.16539965
##  [110,] 0.17939324
##  [111,] 1.16993338
##  [112,] 3.10086410
##  [113,] 0.36942580
##  [114,] 0.51187778
##  [115,] 0.40721763
##  [116,] 0.84117132
##  [117,] 0.99222869
##  [118,] 0.28364447
##  [119,] 3.22874388
##  [120,] 0.27762419
##  [121,] 0.14264631
##  [122,] 0.38328360
##  [123,] 0.88537263
##  [124,] 0.49092866
##  [125,] 3.25460960
##  [126,] 0.82583532
##  [127,] 0.68235361
##  [128,] 0.52663137
##  [129,] 0.36830938
##  [130,] 0.55031218
##  [131,] 0.32119597
##  [132,] 0.87686931
##  [133,] 0.68662021
##  [134,] 3.18381760
##  [135,] 0.36048028
##  [136,] 0.24477235
##  [137,] 4.19049850
##  [138,] 3.25146327
##  [139,] 0.19545250
##  [140,] 0.23902529
##  [141,] 0.47533210
##  [142,] 0.45794363
##  [143,] 1.31581436
##  [144,] 0.18824969
##  [145,] 0.51739574
##  [146,] 0.62710234
##  [147,] 1.42826350
##  [148,] 0.34978280
##  [149,] 1.38328901
##  [150,] 0.24498432
##  [151,] 1.78475357
##  [152,] 4.26891964
##  [153,] 0.33056916
##  [154,] 0.26609056
##  [155,] 0.73808246
##  [156,] 0.17274737
##  [157,] 1.38116428
##  [158,] 0.48039703
##  [159,] 1.51637285
##  [160,] 0.50304783
##  [161,] 0.29565781
##  [162,] 0.62579670
##  [163,] 0.37480469
##  [164,] 1.24920760
##  [165,] 0.45044594
##  [166,] 1.95223422
##  [167,] 0.27320365
##  [168,] 1.64925192
##  [169,] 1.35029215
##  [170,] 1.11477944
##  [171,] 0.22514036
##  [172,] 0.44605748
##  [173,] 4.89031335
##  [174,] 0.56312856
##  [175,] 0.11822991
##  [176,] 0.44870971
##  [177,] 0.30637699
##  [178,] 0.20560748
##  [179,] 0.36773267
##  [180,] 0.13068112
##  [181,] 0.24139088
##  [182,] 0.14250417
##  [183,] 0.14350072
##  [184,] 0.56680598
##  [185,] 0.60300122
##  [186,] 0.25953434
##  [187,] 0.33025914
##  [188,] 0.52903006
##  [189,] 0.83599719
##  [190,] 0.29293265
##  [191,] 0.86430346
##  [192,] 0.26900080
##  [193,] 0.43144330
##  [194,] 0.37375845
##  [195,] 0.29087156
##  [196,] 0.66820629
##  [197,] 0.33664504
##  [198,] 0.23345029
##  [199,] 0.33186128
##  [200,] 0.71506246
##  [201,] 0.63565194
##  [202,] 0.13311743
##  [203,] 0.49482637
##  [204,] 0.55802424
##  [205,] 1.40974204
##  [206,] 0.26135455
##  [207,] 0.56254676
##  [208,] 0.60781796
##  [209,] 0.49895112
##  [210,] 0.53975984
##  [211,] 3.11087864
##  [212,] 1.55032582
##  [213,] 0.37185161
##  [214,] 0.10968493
##  [215,] 0.15223477
##  [216,] 0.50391311
##  [217,] 3.46219480
##  [218,] 0.36223371
##  [219,] 0.24470315
##  [220,] 0.41240125
##  [221,] 2.07539515
##  [222,] 0.24929327
##  [223,] 0.42870762
##  [224,] 0.37610375
##  [225,] 0.41394271
##  [226,] 1.44645393
##  [227,] 0.55310355
##  [228,] 3.99559689
##  [229,] 0.41149839
##  [230,] 0.57268734
##  [231,] 3.86215178
##  [232,] 1.14089944
##  [233,] 0.65074019
##  [234,] 3.25804060
##  [235,] 4.22282933
##  [236,] 0.55892173
##  [237,] 1.29948085
##  [238,] 1.69885324
##  [239,] 0.26373444
##  [240,] 0.14518989
##  [241,] 2.14558197
##  [242,] 0.18034392
##  [243,] 0.85629307
##  [244,] 1.55748585
##  [245,] 0.53462049
##  [246,] 0.16677415
##  [247,] 4.24085350
##  [248,] 0.52113149
##  [249,] 1.46053388
##  [250,] 0.40821386
##  [251,] 0.57063322
##  [252,] 0.29141245
##  [253,] 0.26546416
##  [254,] 0.31169121
##  [255,] 0.47043489
##  [256,] 0.84968745
##  [257,] 0.27717492
##  [258,] 0.35099325
##  [259,] 0.90267458
##  [260,] 3.84507523
##  [261,] 0.41853629
##  [262,] 0.22228230
##  [263,] 0.64687586
##  [264,] 0.66564331
##  [265,] 1.25384082
##  [266,] 0.45079906
##  [267,] 0.68492982
##  [268,] 0.29947088
##  [269,] 0.36115394
##  [270,] 2.00996150
##  [271,] 0.30126231
##  [272,] 0.86247299
##  [273,] 0.23721206
##  [274,] 1.23677105
##  [275,] 2.43253274
##  [276,] 0.36788483
##  [277,] 0.33040522
##  [278,] 0.45847316
##  [279,] 0.26429129
##  [280,] 1.57136671
##  [281,] 0.38724113
##  [282,] 1.99277249
##  [283,] 0.31327111
##  [284,] 0.31444320
##  [285,] 0.52454011
##  [286,] 0.43872390
##  [287,] 3.20235113
##  [288,] 0.77259991
##  [289,] 0.32600826
##  [290,] 0.42520361
##  [291,] 0.47979581
##  [292,] 0.71420201
##  [293,] 0.90979517
##  [294,] 0.36340137
##  [295,] 0.31850875
##  [296,] 0.12020759
##  [297,] 0.24207873
##  [298,] 1.37488258
##  [299,] 1.43568474
##  [300,] 0.27914031
##  [301,] 0.45357558
##  [302,] 3.90781331
##  [303,] 0.21174673
##  [304,] 0.20982827
##  [305,] 0.19986195
##  [306,] 1.10288368
##  [307,] 2.95143079
##  [308,] 0.47865295
##  [309,] 3.05193979
##  [310,] 0.32850596
##  [311,] 0.87054819
##  [312,] 0.47589642
##  [313,] 0.52518464
##  [314,] 0.32074245
##  [315,] 0.74456958
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##  [919,] 0.71695971
##  [920,] 0.35096085
##  [921,] 0.31428352
##  [922,] 0.38027297
##  [923,] 3.66153961
##  [924,] 0.41240555
##  [925,] 0.43147585
##  [926,] 0.51569031
##  [927,] 0.29874754
##  [928,] 0.74398321
##  [929,] 0.35296864
##  [930,] 2.16905654
##  [931,] 0.18459677
##  [932,] 1.04198963
##  [933,] 0.41617794
##  [934,] 0.18619392
##  [935,] 0.64840474
##  [936,] 0.90442993
##  [937,] 3.19173785
##  [938,] 0.57899377
##  [939,] 0.53455048
##  [940,] 2.50803926
##  [941,] 0.63902642
##  [942,] 0.24342285
##  [943,] 0.93649781
##  [944,] 0.50953760
##  [945,] 0.59621398
##  [946,] 0.63960829
##  [947,] 0.32995043
##  [948,] 1.12509692
##  [949,] 0.22387290
##  [950,] 1.12894606
##  [951,] 2.63796014
##  [952,] 0.18583870
##  [953,] 0.52296518
##  [954,] 0.36374959
##  [955,] 0.25567333
##  [956,] 0.64494331
##  [957,] 0.29647871
##  [958,] 1.58318766
##  [959,] 0.27029903
##  [960,] 0.52457365
##  [961,] 0.49256622
##  [962,] 0.10701525
##  [963,] 0.39793331
##  [964,] 0.42625185
##  [965,] 0.58353726
##  [966,] 1.37740031
##  [967,] 0.27937926
##  [968,] 0.36366415
##  [969,] 0.53044935
##  [970,] 0.31551835
##  [971,] 0.23063870
##  [972,] 3.17225680
##  [973,] 0.34635929
##  [974,] 0.71444195
##  [975,] 2.28697917
##  [976,] 0.26321616
##  [977,] 0.42723917
##  [978,] 0.38088058
##  [979,] 1.04467088
##  [980,] 0.17995462
##  [981,] 1.06715827
##  [982,] 0.16587396
##  [983,] 1.60342301
##  [984,] 0.49541903
##  [985,] 3.13764004
##  [986,] 0.39270963
##  [987,] 0.37418803
##  [988,] 1.40225381
##  [989,] 2.53466877
##  [990,] 0.50656744
##  [991,] 0.65571722
##  [992,] 0.39489262
##  [993,] 0.53778082
##  [994,] 0.36639692
##  [995,] 0.32505099
##  [996,] 0.46265487
##  [997,] 0.37246797
##  [998,] 3.09975598
##  [999,] 0.26034910
## 
## $model.matrix
##     (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1             1            0            1            0            0
## 2             1           -1           -1           -1           -1
## 3             1            1            0            0            0
## 4             1            1            0            0            0
## 5             1            1            0            0            0
## 6             1            1            0            0            0
## 7             1            0            1            0            0
## 8             1            1            0            0            0
## 9             1            1            0            0            0
## 10            1            0            1            0            0
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## 255           1            1            0            0            0
## 256           1            0            1            0            0
## 257           1            0            1            0            0
## 258           1            0            1            0            0
## 259           1            0            0            0            1
## 260           1            1            0            0            0
## 261           1            0            1            0            0
## 262           1            0            1            0            0
## 263           1            0            1            0            0
## 264           1            1            0            0            0
## 265           1            1            0            0            0
## 266           1            1            0            0            0
## 267           1            1            0            0            0
## 268           1            1            0            0            0
## 269           1            1            0            0            0
## 270           1            1            0            0            0
## 271           1            0            1            0            0
## 272           1            1            0            0            0
## 273           1            1            0            0            0
## 274           1            0            1            0            0
## 275           1            0            1            0            0
## 276           1            0            1            0            0
## 277           1            0            1            0            0
## 278           1            0            1            0            0
## 279           1            1            0            0            0
## 280           1            1            0            0            0
## 281           1            1            0            0            0
## 282           1            0            1            0            0
## 283           1            0            1            0            0
## 284           1            1            0            0            0
## 285           1            1            0            0            0
## 286           1            0            1            0            0
## 287           1            1            0            0            0
## 288           1            1            0            0            0
## 289           1            0            1            0            0
## 290           1            1            0            0            0
## 291           1            1            0            0            0
## 292           1            1            0            0            0
## 293           1            1            0            0            0
## 294           1            1            0            0            0
## 295           1            0            1            0            0
## 296           1            1            0            0            0
## 297           1            1            0            0            0
## 298           1            1            0            0            0
## 299           1            0            1            0            0
## 300           1            1            0            0            0
## 301           1            0            1            0            0
## 302           1            1            0            0            0
## 303           1            0            1            0            0
## 304           1            1            0            0            0
## 305           1            1            0            0            0
## 306           1            0            1            0            0
## 307           1            0            1            0            0
## 308           1            1            0            0            0
## 309           1            0            1            0            0
## 310           1            0            1            0            0
## 311           1            0            1            0            0
## 312           1            1            0            0            0
## 
## $terms
## im ~ demo$gender
## attr(,"variables")
## list(im, demo$gender)
## attr(,"factors")
##             demo$gender
## im                    0
## demo$gender           1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to gender.

Self-Determination

Now, Self-Determination:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$gender   4    0.0500 0.012490 0.50676 0.00656  0.631
## Residuals   307    7.5669 0.024648         0.99344       
## Total       311    7.6168                  1.00000       
## 
## $call
## adonis(formula = sd ~ demo$gender)
## 
## $coefficients
##                      sd1        sd2        sd3         sd4        sd5
## (Intercept)   3.92256561  4.1264503  4.1450104  3.64822169  4.0562241
## demo$gender1 -0.04411257 -0.1816989 -0.2168336  0.01476174 -0.3766661
## demo$gender2 -0.18819061 -0.4389503 -0.3481354 -0.07009669 -0.4546616
## demo$gender3 -0.92256561 -0.1264503 -0.1450104 -0.64822169 -0.0562241
## demo$gender4  0.07743439  0.8735497 -0.1450104  0.35177831  0.9437759
## 
## $coef.sites
##                        1            2           3            4           5
## (Intercept)   0.12172661 0.0900137382  0.10834087  0.120012097  0.12172661
## demo$gender1  0.02839194 0.0367547346  0.02437756  0.027593834  0.02839194
## demo$gender2  0.04633762 0.0423773891  0.03290503  0.021331347  0.04633762
## demo$gender3  0.04106409 0.0099862618  0.01986426 -0.008900986  0.04106409
## demo$gender4 -0.05789682 0.0008953527 -0.03857342 -0.020012097 -0.05789682
##                         6           7           8            9          10
## (Intercept)   0.101202565  0.08351713  0.12172661  0.189911011  0.47576741
## demo$gender1  0.022601574  0.04005656  0.02839194  0.005176586 -0.01559964
## demo$gender2  0.025450566  0.03712633  0.04633762 -0.004887998 -0.03158089
## demo$gender3 -0.045647010 -0.05649010  0.04106409 -0.064911011 -0.03576741
## demo$gender4 -0.001202565 -0.01034640 -0.05789682  0.032311211  0.04147397
##                         11           12          13          14          15
## (Intercept)   0.1921454599  0.082558869  0.09274887  0.07414702  0.12172661
## demo$gender1  0.0078202726  0.037098379  0.02773003  0.03642694  0.02839194
## demo$gender2 -0.0008283375  0.040631894  0.03405862  0.03814443  0.04633762
## demo$gender3 -0.0671454599 -0.005635792 -0.01582579 -0.02151544  0.04106409
## demo$gender4  0.0300767624 -0.012791427 -0.02298143 -0.02652797 -0.05789682
##                       16          17           18          19           20
## (Intercept)   0.07414702  0.07414702  0.148000374 0.107307623  0.101202565
## demo$gender1  0.03642694  0.03642694  0.007770875 0.028358684  0.022601574
## demo$gender2  0.03814443  0.03814443  0.002793715 0.038279631  0.025450566
## demo$gender3 -0.02151544 -0.02151544 -0.030353315 0.014643597 -0.045647010
## demo$gender4 -0.02652797 -0.02652797  0.009894363 0.003803488 -0.001202565
##                       21           22          23          24          25
## (Intercept)   0.11164109  0.221780143  0.37268248  0.09548398  0.07414702
## demo$gender1  0.02598473  0.001571462 -0.01833258  0.02958097  0.03642694
## demo$gender2  0.02395686 -0.011807069 -0.03566299  0.02944844  0.03814443
## demo$gender3 -0.08306966 -0.060489821 -0.03934915 -0.01440290 -0.02151544
## demo$gender4  0.01656404  0.035362714  0.04667236 -0.02231325 -0.02652797
##                       26           27           28          29           30
## (Intercept)   0.58637668 0.0900137382  0.105923435  0.12172661  0.225430060
## demo$gender1 -0.02688166 0.0367547346  0.029781040  0.02839194  0.005978413
## demo$gender2 -0.03846495 0.0423773891  0.032433711  0.04633762 -0.005264269
## demo$gender3 -0.02115929 0.0099862618 -0.050367880  0.04106409 -0.064139738
## demo$gender4  0.04325295 0.0008953527 -0.005923435 -0.05789682  0.031712797
##                       31          32           33          34           35
## (Intercept)   0.11513022  0.32823673  0.124292743  0.09280588  0.091655716
## demo$gender1  0.02772710 -0.01598915  0.014909883  0.02485686  0.038222578
## demo$gender2  0.04437163 -0.03501494  0.015843803  0.02613822  0.036744569
## demo$gender3  0.02772693 -0.04252245 -0.038578457 -0.01172479 -0.091655716
## demo$gender4 -0.07165195  0.04676327  0.003912385 -0.01963514  0.008344284
##                       36           37          38          39          40
## (Intercept)   0.08959702  0.082132293  0.12172661  0.32823673  0.11552853
## demo$gender1  0.03437616  0.034663757  0.02839194 -0.01598915  0.03000099
## demo$gender2  0.04350581  0.041786789  0.04633762 -0.03501494  0.04329268
## demo$gender3  0.01040298 -0.005209216  0.04106409 -0.04252245  0.02732861
## demo$gender4 -0.04414247 -0.058876479 -0.05789682  0.04676327 -0.02857201
##                       41          42          43          44          45
## (Intercept)   0.12172661  0.11552853  0.10909080  0.09894669  0.12172661
## demo$gender1  0.02839194  0.03000099  0.03025198  0.03688087  0.02839194
## demo$gender2  0.04633762  0.04329268  0.04173588  0.04911910  0.04633762
## demo$gender3  0.04106409  0.02732861  0.01286042  0.02300453  0.04106409
## demo$gender4 -0.05789682 -0.02857201 -0.04242414 -0.07672447 -0.05789682
##                        46          47          48          49          50
## (Intercept)   0.160190706  0.13557904  0.32823673  0.11948740  0.08959702
## demo$gender1  0.010839253  0.01813238 -0.01598915  0.02449699  0.03437616
## demo$gender2  0.000445395  0.01399172 -0.03501494  0.02840965  0.04350581
## demo$gender3 -0.069281615 -0.07675551 -0.04252245 -0.06393184  0.01040298
## demo$gender4  0.028998484  0.02231570  0.04676327 -0.01948740 -0.04414247
##                       51          52          53          54           55
## (Intercept)   0.58637668  0.09493218  0.13557904  0.58637668  0.091655716
## demo$gender1 -0.02688166  0.03052643  0.01813238 -0.02688166  0.038222578
## demo$gender2 -0.03846495  0.02684756  0.01399172 -0.03846495  0.036744569
## demo$gender3 -0.02115929 -0.01385110 -0.07675551 -0.02115929 -0.091655716
## demo$gender4  0.04325295 -0.02176145  0.02231570  0.04325295  0.008344284
##                       56          57           58            59          60
## (Intercept)   0.13767178  0.09153354  0.082558869  1.000616e-01  0.11650150
## demo$gender1  0.02060668  0.03818854  0.037098379  2.616398e-02  0.03337376
## demo$gender2  0.01779566  0.04092337  0.040631894  3.765727e-02  0.03114905
## demo$gender3 -0.07884825 -0.03890196 -0.005635792 -6.162828e-05 -0.08793007
## demo$gender4  0.02022296 -0.04391450 -0.012791427 -5.460708e-02  0.01170363
##                       61          62          63          64           65
## (Intercept)  0.107307623  0.09716351  0.07414702  0.16597483  0.101202565
## demo$gender1 0.028358684  0.03498758  0.03642694  0.01545321  0.022601574
## demo$gender2 0.038279631  0.04566285  0.03814443  0.01318380  0.025450566
## demo$gender3 0.014643597  0.02478771 -0.02151544 -0.07506573 -0.045647010
## demo$gender4 0.003803488 -0.03049685 -0.02652797  0.02321436 -0.001202565
##                        66          67           68          69          70
## (Intercept)   0.190305562  0.11513022  0.153458299  0.09845145  0.09280588
## demo$gender1  0.007549434  0.02772710  0.018434198  0.03595650  0.02485686
## demo$gender2 -0.006077191  0.04437163  0.008504167  0.04855773  0.02613822
## demo$gender3 -0.065305562  0.02772693 -0.035811240  0.02349977 -0.01172479
## demo$gender4  0.031916660 -0.07165195  0.004436438 -0.07622923 -0.01963514
##                       71          72           73           74          75
## (Intercept)   0.11387056  0.07414702  0.081922115  0.091655716  0.12172661
## demo$gender1  0.02678002  0.03642694  0.034573522  0.038222578  0.02839194
## demo$gender2  0.04153975  0.03814443  0.037824332  0.036744569  0.04633762
## demo$gender3  0.02898658 -0.02151544 -0.054895088 -0.091655716  0.04106409
## demo$gender4 -0.02691404 -0.02652797 -0.008751383  0.008344284 -0.05789682
##                       76           77          78          79          80
## (Intercept)   0.11164109  0.082558869  0.52678775  0.13497606  0.07414702
## demo$gender1  0.02598473  0.037098379 -0.02380617  0.01917180  0.03642694
## demo$gender2  0.02395686  0.040631894 -0.03868771  0.01114337  0.03814443
## demo$gender3 -0.08306966 -0.005635792 -0.02678775 -0.07615253 -0.02151544
## demo$gender4  0.01656404 -0.012791427  0.04464082  0.02291868 -0.02652797
##                       81          82          83          84           85
## (Intercept)   0.12172661  0.12172661  0.33126488  0.12539733  0.103955443
## demo$gender1  0.02839194  0.02839194 -0.01261363  0.02172277  0.027455686
## demo$gender2  0.04633762  0.04633762 -0.02930602  0.01234467  0.028855086
## demo$gender3  0.04106409  0.04106409 -0.04555059 -0.03968304 -0.048399887
## demo$gender4 -0.05789682 -0.05789682  0.04373512  0.00280780 -0.003955443
##                       86          87          88           89           90
## (Intercept)   0.09274887  0.32823673  0.42368857  0.091331257  0.115143178
## demo$gender1  0.02773003 -0.01598915 -0.01589353  0.037746540  0.017474935
## demo$gender2  0.03405862 -0.03501494 -0.03098949  0.045338141  0.016843487
## demo$gender3 -0.01582579 -0.04252245 -0.03907318  0.008668743 -0.004032067
## demo$gender4 -0.02298143  0.04676327  0.04297810 -0.045876712 -0.015143178
##                       91          92          93          94           95
## (Intercept)   0.07414702  0.07414702  0.08959702  0.07414702  0.208652962
## demo$gender1  0.03642694  0.03642694  0.03437616  0.03642694  0.004314455
## demo$gender2  0.03814443  0.03814443  0.04350581  0.03814443 -0.010300012
## demo$gender3 -0.02151544 -0.02151544  0.01040298 -0.02151544 -0.021152962
## demo$gender4 -0.02652797 -0.02652797 -0.04414247 -0.02652797  0.013569260
##                       96          97          98           99          100
## (Intercept)   0.10690031  0.12172661  0.42016939  0.081922115  0.082040874
## demo$gender1  0.02603363  0.02839194 -0.01935878  0.034573522  0.036133308
## demo$gender2  0.03938276  0.04633762 -0.03808175  0.037824332  0.040042981
## demo$gender3  0.01505091  0.04106409 -0.03555401 -0.054895088 -0.005117797
## demo$gender4 -0.04023365 -0.05789682  0.04649727 -0.008751383 -0.012273432
##                      101         102           103         104         105
## (Intercept)   0.12172661  0.07414702  0.2213127551  0.13497606  0.12172661
## demo$gender1  0.02839194  0.03642694  0.0008146106  0.01917180  0.02839194
## demo$gender2  0.04633762  0.03814443 -0.0124523822  0.01114337  0.04633762
## demo$gender3  0.04106409 -0.02151544 -0.0600224325 -0.07615253  0.04106409
## demo$gender4 -0.05789682 -0.02652797  0.0358301021  0.02291868 -0.05789682
##                       106          107          108           109          110
## (Intercept)   0.176610935  0.082558869  0.222214324  0.1929590944  0.148000374
## demo$gender1  0.002225198  0.037098379  0.002629915  0.0100575314  0.007770875
## demo$gender2 -0.002285922  0.040631894 -0.011562978 -0.0006246925  0.002793715
## demo$gender3 -0.025095784 -0.005635792 -0.060924002 -0.0679590944 -0.030353315
## demo$gender4  0.012578254 -0.012791427  0.034928533  0.0292631278  0.009894363
##                      111         112         113         114         115
## (Intercept)   0.07414702  0.10560523  0.07414702  0.09153354  0.09280588
## demo$gender1  0.03642694  0.03648729  0.03642694  0.03818854  0.02485686
## demo$gender2  0.03814443  0.05051472  0.03814443  0.04092337  0.02613822
## demo$gender3 -0.02151544  0.03725192 -0.02151544 -0.03890196 -0.01172479
## demo$gender4 -0.02652797 -0.06212696 -0.02652797 -0.04391450 -0.01963514
##                      116         117         118         119          120
## (Intercept)   0.17883524  0.09280588  0.10560523  0.11164109  0.090103382
## demo$gender1  0.02861930  0.02485686  0.03648729  0.02598473  0.035320440
## demo$gender2  0.02181831  0.02613822  0.05051472  0.02395686  0.044080614
## demo$gender3 -0.06118818 -0.01172479  0.03725192 -0.08306966  0.009896618
## demo$gender4  0.03169108 -0.01963514 -0.06212696  0.01656404 -0.044648836
##                      121         122         123         124          125
## (Intercept)   0.07414702  0.10868349  0.11552853  0.12513638  0.105028465
## demo$gender1  0.03642694  0.02792692  0.03000099  0.01518039  0.034070805
## demo$gender2  0.03814443  0.04283901  0.04329268  0.02841058  0.025459035
## demo$gender3 -0.02151544  0.01326773  0.02732861  0.02486362 -0.049472910
## demo$gender4 -0.02652797 -0.08646127 -0.02857201 -0.03422729 -0.005028465
##                       126         127          128         129         130
## (Intercept)   0.105923435  0.25790204  0.160190706  0.10560523  0.12172661
## demo$gender1  0.029781040 -0.00051712  0.010839253  0.03648729  0.02839194
## demo$gender2  0.032433711 -0.01401204  0.000445395  0.05051472  0.04633762
## demo$gender3 -0.050367880 -0.05790204 -0.069281615  0.03725192  0.04106409
## demo$gender4 -0.005923435  0.03621560  0.028998484 -0.06212696 -0.05789682
##                      131          132         133         134         135
## (Intercept)   0.09280588  0.139274150  0.32823673  0.11517814  0.10739556
## demo$gender1  0.02485686  0.015105791 -0.01598915  0.02433686  0.02695799
## demo$gender2  0.02613822  0.023679087 -0.03501494  0.03483392  0.03994413
## demo$gender3 -0.01172479 -0.004139015 -0.04252245  0.03482186  0.01455566
## demo$gender4 -0.01963514 -0.017322931  0.04676327 -0.02426905 -0.04072889
##                      136         137         138          139         140
## (Intercept)   0.12172661  0.12172661  0.07414702  0.123707853  0.11387056
## demo$gender1  0.02839194  0.02839194  0.03642694  0.015916009  0.02678002
## demo$gender2  0.04633762  0.04633762  0.03814443  0.013083007  0.04153975
## demo$gender3  0.04106409  0.04106409 -0.02151544 -0.037993567  0.02898658
## demo$gender4 -0.05789682 -0.05789682 -0.02652797  0.004497275 -0.02691404
##                      141          142         143          144           145
## (Intercept)   0.13497606  0.151878883  0.10868349  0.163138751  0.2213719226
## demo$gender1  0.01917180  0.011976771  0.02792692  0.015557662  0.0003122269
## demo$gender2  0.01114337  0.010223345  0.04283901  0.004571121 -0.0117724959
## demo$gender3 -0.07615253 -0.034231824  0.01326773 -0.072229660 -0.0600816000
## demo$gender4  0.02291868  0.006015854 -0.08646127  0.026050439  0.0357709345
##                       146         147         148         149           150
## (Intercept)   0.101014676  0.07414702  0.32823673  0.47104833  0.2161212073
## demo$gender1  0.025881369  0.03642694 -0.01598915 -0.02181843  0.0171341480
## demo$gender2  0.029042359  0.03814443 -0.03501494 -0.03951935 -0.0007149704
## demo$gender3  0.004248482 -0.02151544 -0.04252245 -0.03104833 -0.0286212073
## demo$gender4 -0.005776581 -0.02652797  0.04676327  0.04619305  0.0061010149
##                       151         152         153         154         155
## (Intercept)   0.103085347  0.12172661  0.10903520  0.13767178  0.10834087
## demo$gender1  0.031400041  0.02839194  0.02120008  0.02060668  0.02437756
## demo$gender2  0.029735699  0.04633762  0.02970249  0.01779566  0.03290503
## demo$gender3  0.002177811  0.04106409 -0.02795412 -0.07884825  0.01986426
## demo$gender4 -0.007847252 -0.05789682 -0.03586447  0.02022296 -0.03857342
##                      156         157         158         159         160
## (Intercept)   0.12172661  0.12172661  0.12172661  0.09280588  0.11388816
## demo$gender1  0.02839194  0.02839194  0.02839194  0.02485686  0.03198237
## demo$gender2  0.04633762  0.04633762  0.04633762  0.02613822  0.02470042
## demo$gender3  0.04106409  0.04106409  0.04106409 -0.01172479 -0.08531673
## demo$gender4 -0.05789682 -0.05789682 -0.05789682 -0.01963514  0.01431697
##                       161         162         163          164         165
## (Intercept)   0.081922115  0.07414702  0.09894669  0.124292743  0.12172661
## demo$gender1  0.034573522  0.03642694  0.03688087  0.014909883  0.02839194
## demo$gender2  0.037824332  0.03814443  0.04911910  0.015843803  0.04633762
## demo$gender3 -0.054895088 -0.02151544  0.02300453 -0.038578457  0.04106409
## demo$gender4 -0.008751383 -0.02652797 -0.07672447  0.003912385 -0.05789682
##                       166          167          168         169          170
## (Intercept)   0.090103382 0.0900137382  0.082040874  0.10560523  0.082132293
## demo$gender1  0.035320440 0.0367547346  0.036133308  0.03648729  0.034663757
## demo$gender2  0.044080614 0.0423773891  0.040042981  0.05051472  0.041786789
## demo$gender3  0.009896618 0.0099862618 -0.005117797  0.03725192 -0.005209216
## demo$gender4 -0.044648836 0.0008953527 -0.012273432 -0.06212696 -0.058876479
##                       171          172          173          174         175
## (Intercept)   0.124292743  0.220470353  0.189041052  0.081922115  0.32823673
## demo$gender1  0.014909883 -0.001503078  0.004583244  0.034573522 -0.01598915
## demo$gender2  0.015843803 -0.012661900 -0.006904532  0.037824332 -0.03501494
## demo$gender3 -0.038578457 -0.059180031 -0.064041052 -0.054895088 -0.04252245
## demo$gender4  0.003912385  0.036672504  0.033181170 -0.008751383  0.04676327
##                       176         177         178          179         180
## (Intercept)   0.179558980  0.32823673  0.32823673  0.149741407  0.07414702
## demo$gender1  0.006943607 -0.01598915 -0.01598915  0.013754305  0.03642694
## demo$gender2  0.001839804 -0.03501494 -0.03501494  0.002033383  0.03814443
## demo$gender3 -0.028043829 -0.04252245 -0.04252245 -0.032094348 -0.02151544
## demo$gender4  0.009630209  0.04676327  0.04676327  0.008153330 -0.02652797
##                      181         182         183           184         185
## (Intercept)   0.11387056  0.09548398  0.11513022  0.2101268464  0.11552853
## demo$gender1  0.02678002  0.02958097  0.02772710  0.0002029471  0.03000099
## demo$gender2  0.04153975  0.02944844  0.04437163 -0.0017668522  0.04329268
## demo$gender3  0.02898658 -0.01440290  0.02772693 -0.0226268464  0.02732861
## demo$gender4 -0.02691404 -0.02231325 -0.07165195  0.0120953758 -0.02857201
##                      186          187          188         189         190
## (Intercept)   0.13557904  0.101795867  0.293408895  0.11513022  0.12172661
## demo$gender1  0.01813238  0.029534358 -0.005406708  0.02772710  0.02839194
## demo$gender2  0.01399172  0.039489607 -0.022412585  0.04437163  0.04633762
## demo$gender3 -0.07675551 -0.001795867 -0.052029584  0.02772693  0.04106409
## demo$gender4  0.02231570 -0.056341322  0.039924439 -0.07165195 -0.05789682
##                      191         192         193         194         195
## (Intercept)   0.11650150  0.07414702  0.12172661  0.11387056  0.07414702
## demo$gender1  0.03337376  0.03642694  0.02839194  0.02678002  0.03642694
## demo$gender2  0.03114905  0.03814443  0.04633762  0.04153975  0.03814443
## demo$gender3 -0.08793007 -0.02151544  0.04106409  0.02898658 -0.02151544
## demo$gender4  0.01170363 -0.02652797 -0.05789682 -0.02691404 -0.02652797
##                      196         197          198         199         200
## (Intercept)   0.08959702  0.09716351  0.254665459  0.08351713  0.12172661
## demo$gender1  0.03437616  0.03498758 -0.004389497  0.04005656  0.02839194
## demo$gender2  0.04350581  0.04566285 -0.019849419  0.03712633  0.04633762
## demo$gender3  0.01040298  0.02478771 -0.054665459 -0.05649010  0.04106409
## demo$gender4 -0.04414247 -0.03049685  0.039452188 -0.01034640 -0.05789682
##                      201         202         203         204          205
## (Intercept)   0.07414702  0.12172661  0.08959702  0.09845145  0.160190706
## demo$gender1  0.03642694  0.02839194  0.03437616  0.03595650  0.010839253
## demo$gender2  0.03814443  0.04633762  0.04350581  0.04855773  0.000445395
## demo$gender3 -0.02151544  0.04106409  0.01040298  0.02349977 -0.069281615
## demo$gender4 -0.02652797 -0.05789682 -0.04414247 -0.07622923  0.028998484
##                      206          207         208          209          210
## (Intercept)   0.58637668  0.091655716  0.13188338  0.082040874  0.081922115
## demo$gender1 -0.02688166  0.038222578  0.01622963  0.036133308  0.034573522
## demo$gender2 -0.03846495  0.036744569  0.03091103  0.040042981  0.037824332
## demo$gender3 -0.02115929 -0.091655716  0.03884832 -0.005117797 -0.054895088
## demo$gender4  0.04325295  0.008344284 -0.02077227 -0.012273432 -0.008751383
##                      211         212          213         214          215
## (Intercept)   0.07414702  0.09493218  0.090103382  0.12172661  0.101202565
## demo$gender1  0.03642694  0.03052643  0.035320440  0.02839194  0.022601574
## demo$gender2  0.03814443  0.02684756  0.044080614  0.04633762  0.025450566
## demo$gender3 -0.02151544 -0.01385110  0.009896618  0.04106409 -0.045647010
## demo$gender4 -0.02652797 -0.02176145 -0.044648836 -0.05789682 -0.001202565
##                      216         217         218          219         220
## (Intercept)   0.52714875  0.09548398  0.07414702  0.118439446  0.09716351
## demo$gender1 -0.02421204  0.02958097  0.03642694  0.016478759  0.03498758
## demo$gender2 -0.03719885  0.02944844  0.03814443  0.024587940  0.04566285
## demo$gender3 -0.02714875 -0.01440290 -0.02151544  0.009765682  0.02478771
## demo$gender4  0.04427982 -0.02231325 -0.02652797 -0.002160377 -0.03049685
##                       221         222         223         224          225
## (Intercept)   0.148000374  0.12172661  0.12172661  0.47089602  0.254730821
## demo$gender1  0.007770875  0.02839194  0.02839194 -0.02306926 -0.006163765
## demo$gender2  0.002793715  0.04633762  0.04633762 -0.03872543 -0.017879067
## demo$gender3 -0.030353315  0.04106409  0.04106409 -0.03089602 -0.054730821
## demo$gender4  0.009894363 -0.05789682 -0.05789682  0.04634536  0.039386826
##                      226         227           228         229         230
## (Intercept)   0.09280588  0.09845145  9.997198e-02  0.09845145  0.09716351
## demo$gender1  0.02485686  0.03595650  2.759827e-02  0.03595650  0.03498758
## demo$gender2  0.02613822  0.04855773  3.595405e-02  0.04855773  0.04566285
## demo$gender3 -0.01172479  0.02349977  2.801515e-05  0.02349977  0.02478771
## demo$gender4 -0.01963514 -0.07622923 -9.062894e-03 -0.07622923 -0.03049685
##                      231         232          233         234         235
## (Intercept)   0.29009229 0.107307623  0.178772205  0.09335142  0.32823673
## demo$gender1 -0.01129800 0.028358684  0.004781381  0.04172289 -0.01598915
## demo$gender2 -0.02647110 0.038279631  0.001641703  0.04284264 -0.03501494
## demo$gender3 -0.04871298 0.014643597 -0.027257053 -0.04071984 -0.04252245
## demo$gender4  0.04324104 0.003803488  0.010416984 -0.04573237  0.04676327
##                      236         237         238          239          240
## (Intercept)   0.07414702  0.07414702  0.11447305  0.101202565  0.126321190
## demo$gender1  0.03642694  0.03642694  0.03097624  0.022601574  0.017307394
## demo$gender2  0.03814443  0.03814443  0.02746122  0.025450566  0.019531635
## demo$gender3 -0.02151544 -0.02151544 -0.08590162 -0.045647010 -0.040606905
## demo$gender4 -0.02652797 -0.02652797  0.01373208 -0.001202565  0.001883938
##                      241          242          243         244         245
## (Intercept)   0.07414702  0.127105497  0.101795867  0.12172661  0.32823673
## demo$gender1  0.03642694  0.017852907  0.029534358  0.02839194 -0.01598915
## demo$gender2  0.03814443  0.021339042  0.039489607  0.04633762 -0.03501494
## demo$gender3 -0.02151544 -0.041391211 -0.001795867  0.04106409 -0.04252245
## demo$gender4 -0.02652797  0.001099631 -0.056341322 -0.05789682  0.04676327
##                       246          247         248         249         250
## (Intercept)   0.189911011  0.081922115  0.09716351  0.07414702  0.12172661
## demo$gender1  0.005176586  0.034573522  0.03498758  0.03642694  0.02839194
## demo$gender2 -0.004887998  0.037824332  0.04566285  0.03814443  0.04633762
## demo$gender3 -0.064911011 -0.054895088  0.02478771 -0.02151544  0.04106409
## demo$gender4  0.032311211 -0.008751383 -0.03049685 -0.02652797 -0.05789682
##                       251           252          253          254         255
## (Intercept)   0.081922115  0.1217654206  0.165356632  0.082040874  0.09280588
## demo$gender1  0.034573522  0.0194152086  0.018686652  0.036133308  0.02485686
## demo$gender2  0.037824332  0.0208975331  0.008095774  0.040042981  0.02613822
## demo$gender3 -0.054895088 -0.0406843395 -0.074447541 -0.005117797 -0.01172479
## demo$gender4 -0.008751383  0.0001857989  0.023832557 -0.012273432 -0.01963514
##                      256          257          258          259          260
## (Intercept)   0.12539733  0.082132293  0.082558869  0.091420901  0.101795867
## demo$gender1  0.02172277  0.034663757  0.037098379  0.036312246  0.029534358
## demo$gender2  0.01234467  0.041786789  0.040631894  0.047041366  0.039489607
## demo$gender3 -0.03968304 -0.005209216 -0.005635792  0.008579099 -0.001795867
## demo$gender4  0.00280780 -0.058876479 -0.012791427 -0.091420901 -0.056341322
##                      261         262         263         264         265
## (Intercept)   0.07414702  0.13497606  0.11164109  0.58637668  0.58637668
## demo$gender1  0.03642694  0.01917180  0.02598473 -0.02688166 -0.02688166
## demo$gender2  0.03814443  0.01114337  0.02395686 -0.03846495 -0.03846495
## demo$gender3 -0.02151544 -0.07615253 -0.08306966 -0.02115929 -0.02115929
## demo$gender4 -0.02652797  0.02291868  0.01656404  0.04325295  0.04325295
##                      266          267         268          269         270
## (Intercept)   0.12172661  0.160190706  0.10690031  0.179394437  0.07414702
## demo$gender1  0.02839194  0.010839253  0.02603363  0.003706432  0.03642694
## demo$gender2  0.04633762  0.000445395  0.03938276  0.004583349  0.03814443
## demo$gender3  0.04106409 -0.069281615  0.01505091 -0.027879286 -0.02151544
## demo$gender4 -0.05789682  0.028998484 -0.04023365  0.009794752 -0.02652797
##                      271         272          273         274          275
## (Intercept)   0.07414702  0.07414702  0.127234284  0.10971863  0.126321190
## demo$gender1  0.03642694  0.03642694  0.027586533  0.02943106  0.017307394
## demo$gender2  0.03814443  0.03814443  0.023859232  0.03675525  0.019531635
## demo$gender3 -0.02151544 -0.02151544  0.007900851 -0.03279555 -0.040606905
## demo$gender4 -0.02652797 -0.02652797 -0.005283064 -0.03995119  0.001883938
##                       276         277           278          279         280
## (Intercept)   0.103085347  0.07414702  0.1004783479  0.082040874  0.32823673
## demo$gender1  0.031400041  0.03642694  0.0285425524  0.036133308 -0.01598915
## demo$gender2  0.029735699  0.03814443  0.0365288548  0.040042981 -0.03501494
## demo$gender3  0.002177811 -0.02151544 -0.0004783479 -0.005117797 -0.04252245
## demo$gender4 -0.007847252 -0.02652797 -0.0095692570 -0.012273432  0.04676327
##                      281         282          283         284         285
## (Intercept)   0.07414702  0.09716351  0.160190706  0.10782287  0.12172661
## demo$gender1  0.03642694  0.03498758  0.010839253  0.02341249  0.02839194
## demo$gender2  0.03814443  0.04566285  0.000445395  0.03231611  0.04633762
## demo$gender3 -0.02151544  0.02478771 -0.069281615  0.02038226  0.04106409
## demo$gender4 -0.02652797 -0.03049685  0.028998484 -0.03805543 -0.05789682
##                       286         287          288          289          290
## (Intercept)   0.151878883  0.11447305  0.082558869  0.126539812  0.156887371
## demo$gender1  0.011976771  0.03097624  0.037098379  0.020907525  0.019588043
## demo$gender2  0.010223345  0.02746122  0.040631894  0.016587370  0.017637536
## demo$gender3 -0.034231824 -0.08590162 -0.005635792 -0.040825527 -0.039240312
## demo$gender4  0.006015854  0.01373208 -0.012791427  0.001665316  0.001007366
##                      291         292         293          294         295
## (Intercept)   0.12172661  0.08959702  0.12172661  0.091655716  0.07414702
## demo$gender1  0.02839194  0.03437616  0.02839194  0.038222578  0.03642694
## demo$gender2  0.04633762  0.04350581  0.04633762  0.036744569  0.03814443
## demo$gender3  0.04106409  0.01040298  0.04106409 -0.091655716 -0.02151544
## demo$gender4 -0.05789682 -0.04414247 -0.05789682  0.008344284 -0.02652797
##                      296         297         298         299         300
## (Intercept)   0.13549863  0.11552853  0.41975373  0.14058752  0.12172661
## demo$gender1  0.02463433  0.03000099 -0.02037038  0.02574365  0.02839194
## demo$gender2  0.03335207  0.04329268 -0.03831714  0.02140591  0.04633762
## demo$gender3  0.03523308  0.02732861 -0.03513835 -0.08176399  0.04106409
## demo$gender4 -0.02438752 -0.02857201  0.04691293  0.01730721 -0.05789682
##                      301          302         303         304         305
## (Intercept)   0.12172661  0.153770502  0.09493218  0.11517814  0.11631939
## demo$gender1  0.02839194  0.017474210  0.03052643  0.02433686  0.02132181
## demo$gender2  0.04633762  0.010400762  0.02684756  0.03483392  0.03189701
## demo$gender3  0.04106409 -0.036123443 -0.01385110  0.03482186 -0.01105623
## demo$gender4 -0.05789682  0.004124235 -0.02176145 -0.02426905 -0.02108129
##                      306          307         308          309          310
## (Intercept)   0.08959702  0.090103382  0.37240314  0.206379671  0.290525813
## demo$gender1  0.03437616  0.035320440 -0.01802796 -0.001921138 -0.008630624
## demo$gender2  0.04350581  0.044080614 -0.03680564 -0.010884293 -0.027837914
## demo$gender3  0.01040298  0.009896618 -0.03906980 -0.018879671 -0.049146503
## demo$gender4 -0.04414247 -0.044648836  0.04695170  0.015842551  0.042807520
##                       311          312
## (Intercept)   0.105028465  0.101202565
## demo$gender1  0.034070805  0.022601574
## demo$gender2  0.025459035  0.025450566
## demo$gender3 -0.049472910 -0.045647010
## demo$gender4 -0.005028465 -0.001202565
## 
## $f.perms
##               [,1]
##    [1,] 1.39332053
##    [2,] 0.76268481
##    [3,] 1.03437155
##    [4,] 1.52132015
##    [5,] 0.46062134
##    [6,] 0.58675581
##    [7,] 0.43191885
##    [8,] 1.05271473
##    [9,] 1.89784042
##   [10,] 0.18017655
##   [11,] 0.59762137
##   [12,] 0.36151095
##   [13,] 0.59945669
##   [14,] 1.99647067
##   [15,] 3.60736501
##   [16,] 0.47452006
##   [17,] 0.29196672
##   [18,] 3.60716895
##   [19,] 0.72695111
##   [20,] 0.23276026
##   [21,] 0.44543014
##   [22,] 0.40380297
##   [23,] 0.48121427
##   [24,] 0.77194247
##   [25,] 0.71140885
##   [26,] 1.31020580
##   [27,] 2.75283976
##   [28,] 0.38664364
##   [29,] 0.40216473
##   [30,] 0.30012554
##   [31,] 1.24223779
##   [32,] 0.33693460
##   [33,] 0.15543132
##   [34,] 2.13202848
##   [35,] 3.09819136
##   [36,] 0.40686083
##   [37,] 0.30503573
##   [38,] 0.15699264
##   [39,] 0.96690729
##   [40,] 0.32959588
##   [41,] 1.12360108
##   [42,] 0.38030514
##   [43,] 0.57173513
##   [44,] 3.64003526
##   [45,] 1.05355722
##   [46,] 0.19611537
##   [47,] 0.53260638
##   [48,] 0.52746828
##   [49,] 0.46683754
##   [50,] 0.19781617
##   [51,] 1.60552597
##   [52,] 0.73985733
##   [53,] 0.63186629
##   [54,] 0.94339612
##   [55,] 0.73571575
##   [56,] 0.49946523
##   [57,] 0.99410617
##   [58,] 0.84655219
##   [59,] 3.59700578
##   [60,] 0.19045158
##   [61,] 0.99033200
##   [62,] 1.75125188
##   [63,] 0.40928345
##   [64,] 0.35918581
##   [65,] 0.32035166
##   [66,] 0.91617185
##   [67,] 0.58434985
##   [68,] 0.79777670
##   [69,] 0.57300889
##   [70,] 0.14746709
##   [71,] 0.19173531
##   [72,] 1.23083391
##   [73,] 0.47703533
##   [74,] 0.62513003
##   [75,] 2.78466343
##   [76,] 0.83010557
##   [77,] 0.49415110
##   [78,] 1.11851754
##   [79,] 1.39070998
##   [80,] 0.30424669
##   [81,] 0.35806073
##   [82,] 0.37757173
##   [83,] 1.23989173
##   [84,] 0.55352950
##   [85,] 1.09931325
##   [86,] 0.31989345
##   [87,] 0.55075663
##   [88,] 3.89018757
##   [89,] 0.79142329
##   [90,] 0.31981973
##   [91,] 0.52966576
##   [92,] 0.20082923
##   [93,] 0.55835611
##   [94,] 0.34805274
##   [95,] 0.42326127
##   [96,] 0.91744754
##   [97,] 0.62634687
##   [98,] 0.56835841
##   [99,] 1.03472103
##  [100,] 0.60246534
##  [101,] 0.60669249
##  [102,] 1.22942329
##  [103,] 1.17655675
##  [104,] 0.31530790
##  [105,] 1.39668021
##  [106,] 0.94649598
##  [107,] 0.35837382
##  [108,] 0.97455213
##  [109,] 0.09202482
##  [110,] 0.77531430
##  [111,] 0.89495168
##  [112,] 3.56883487
##  [113,] 0.62878460
##  [114,] 0.55261326
##  [115,] 0.33430692
##  [116,] 2.44648085
##  [117,] 0.47191515
##  [118,] 0.24565756
##  [119,] 3.54088304
##  [120,] 0.77145618
##  [121,] 0.19078000
##  [122,] 1.62633827
##  [123,] 0.65865541
##  [124,] 0.50628788
##  [125,] 2.83074322
##  [126,] 0.82813370
##  [127,] 0.43565603
##  [128,] 0.51616757
##  [129,] 0.24403169
##  [130,] 0.22744753
##  [131,] 0.57486555
##  [132,] 0.70942726
##  [133,] 0.43019498
##  [134,] 2.46022542
##  [135,] 0.44323432
##  [136,] 0.73744684
##  [137,] 3.05177099
##  [138,] 1.37879121
##  [139,] 0.48583409
##  [140,] 0.54276208
##  [141,] 0.39896189
##  [142,] 0.54478873
##  [143,] 1.16119662
##  [144,] 0.42364799
##  [145,] 0.66062833
##  [146,] 1.17848896
##  [147,] 0.65763239
##  [148,] 1.03652732
##  [149,] 1.24880011
##  [150,] 0.33824976
##  [151,] 0.66585792
##  [152,] 5.09700260
##  [153,] 1.40524221
##  [154,] 0.22411190
##  [155,] 1.75308069
##  [156,] 1.65292830
##  [157,] 0.34427386
##  [158,] 0.49739533
##  [159,] 0.37189657
##  [160,] 0.20462570
##  [161,] 0.30183162
##  [162,] 0.12117720
##  [163,] 0.39353780
##  [164,] 0.87270887
##  [165,] 0.33042561
##  [166,] 1.11004825
##  [167,] 0.14421895
##  [168,] 2.89755412
##  [169,] 1.74144944
##  [170,] 0.80067116
##  [171,] 1.26547096
##  [172,] 0.62801661
##  [173,] 3.46421285
##  [174,] 0.85541088
##  [175,] 0.43309412
##  [176,] 1.04675245
##  [177,] 0.88039524
##  [178,] 0.31514635
##  [179,] 0.93320783
##  [180,] 0.41578773
##  [181,] 0.40750885
##  [182,] 0.35270303
##  [183,] 0.35773153
##  [184,] 0.34423842
##  [185,] 2.52191636
##  [186,] 1.15813578
##  [187,] 0.46698636
##  [188,] 1.93361099
##  [189,] 0.22799924
##  [190,] 0.48112149
##  [191,] 0.82345314
##  [192,] 0.76647816
##  [193,] 0.51943613
##  [194,] 1.09207212
##  [195,] 1.41128370
##  [196,] 1.27104457
##  [197,] 0.18409094
##  [198,] 0.24132231
##  [199,] 0.80649834
##  [200,] 1.22136034
##  [201,] 0.53423344
##  [202,] 0.30900547
##  [203,] 0.25071057
##  [204,] 0.88209494
##  [205,] 4.42995900
##  [206,] 0.48230798
##  [207,] 0.26912851
##  [208,] 0.15916045
##  [209,] 0.28318533
##  [210,] 0.73404337
##  [211,] 4.03503660
##  [212,] 4.25511517
##  [213,] 0.33775920
##  [214,] 0.22579895
##  [215,] 0.32863057
##  [216,] 0.53071404
##  [217,] 1.04992371
##  [218,] 0.36444877
##  [219,] 0.46243233
##  [220,] 1.27621416
##  [221,] 2.38151474
##  [222,] 0.72132695
##  [223,] 0.91405225
##  [224,] 0.22533846
##  [225,] 1.14389717
##  [226,] 1.34609348
##  [227,] 0.75131403
##  [228,] 2.28758135
##  [229,] 0.19784694
##  [230,] 0.52106240
##  [231,] 2.02186697
##  [232,] 0.41155895
##  [233,] 0.78898049
##  [234,] 0.96114567
##  [235,] 3.25082336
##  [236,] 0.27258350
##  [237,] 0.63787445
##  [238,] 1.11733337
##  [239,] 0.74540796
##  [240,] 0.39172392
##  [241,] 2.34674285
##  [242,] 0.33505507
##  [243,] 1.25467113
##  [244,] 0.39281291
##  [245,] 1.56722724
##  [246,] 1.39035495
##  [247,] 0.50048245
##  [248,] 0.60607410
##  [249,] 0.39507341
##  [250,] 0.49063523
##  [251,] 0.37623223
##  [252,] 0.53385242
##  [253,] 0.75053697
##  [254,] 1.11773736
##  [255,] 0.31173925
##  [256,] 1.66263949
##  [257,] 0.26337699
##  [258,] 0.43689192
##  [259,] 1.17550266
##  [260,] 3.42694252
##  [261,] 0.89683989
##  [262,] 0.29964963
##  [263,] 1.06777661
##  [264,] 0.34589838
##  [265,] 1.36054154
##  [266,] 0.68637198
##  [267,] 0.23949308
##  [268,] 0.39997802
##  [269,] 0.83422107
##  [270,] 3.20853334
##  [271,] 0.30062457
##  [272,] 0.78093989
##  [273,] 0.43293071
##  [274,] 3.66607453
##  [275,] 2.14177380
##  [276,] 0.83589461
##  [277,] 0.42031402
##  [278,] 0.39590720
##  [279,] 0.41815277
##  [280,] 1.14603306
##  [281,] 0.50863791
##  [282,] 0.87189571
##  [283,] 0.19186875
##  [284,] 0.18736444
##  [285,] 0.55704141
##  [286,] 0.53354279
##  [287,] 2.43317476
##  [288,] 3.18326863
##  [289,] 0.50083210
##  [290,] 0.20330544
##  [291,] 0.24524763
##  [292,] 1.34288370
##  [293,] 0.59014932
##  [294,] 1.06094251
##  [295,] 0.52389807
##  [296,] 0.26729802
##  [297,] 0.27773949
##  [298,] 0.47436496
##  [299,] 0.94633892
##  [300,] 0.41889577
##  [301,] 0.68751497
##  [302,] 6.88011636
##  [303,] 1.29801815
##  [304,] 0.49805290
##  [305,] 0.52455512
##  [306,] 0.95089428
##  [307,] 0.74436954
##  [308,] 1.15297543
##  [309,] 1.29725322
##  [310,] 0.76575601
##  [311,] 0.50603832
##  [312,] 0.46398707
##  [313,] 0.60281055
##  [314,] 0.53432645
##  [315,] 1.89189124
##  [316,] 0.82885552
##  [317,] 0.80595708
##  [318,] 0.62911413
##  [319,] 1.32208057
##  [320,] 3.80629085
##  [321,] 0.67161387
##  [322,] 2.37427074
##  [323,] 0.58942251
##  [324,] 0.82114360
##  [325,] 0.59302494
##  [326,] 0.82469021
##  [327,] 0.30352926
##  [328,] 1.13813375
##  [329,] 0.95173490
##  [330,] 1.99576939
##  [331,] 0.31949518
##  [332,] 1.48501794
##  [333,] 0.25614993
##  [334,] 0.71788118
##  [335,] 1.21567887
##  [336,] 4.89472819
##  [337,] 2.55114450
##  [338,] 0.56264721
##  [339,] 0.99553011
##  [340,] 2.15689929
##  [341,] 0.44619375
##  [342,] 0.88286763
##  [343,] 0.91635722
##  [344,] 1.52772282
##  [345,] 0.24863432
##  [346,] 0.32700834
##  [347,] 0.32729418
##  [348,] 0.80176258
##  [349,] 0.26750617
##  [350,] 1.34954958
##  [351,] 0.97689010
##  [352,] 0.47603879
##  [353,] 1.24886448
##  [354,] 0.41100649
##  [355,] 0.37904526
##  [356,] 0.59327075
##  [357,] 0.50707884
##  [358,] 0.26022400
##  [359,] 2.74426557
##  [360,] 0.80413559
##  [361,] 0.66289487
##  [362,] 0.85668282
##  [363,] 0.56392163
##  [364,] 0.34477163
##  [365,] 2.42185293
##  [366,] 0.51274590
##  [367,] 0.66518633
##  [368,] 0.28626514
##  [369,] 0.40718822
##  [370,] 2.33301512
##  [371,] 2.08633422
##  [372,] 1.19078085
##  [373,] 1.97793241
##  [374,] 1.16475391
##  [375,] 0.41255205
##  [376,] 1.01093902
##  [377,] 0.52011371
##  [378,] 0.93985906
##  [379,] 3.64022960
##  [380,] 0.93770846
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##  [981,] 0.49867445
##  [982,] 0.45718173
##  [983,] 1.12736756
##  [984,] 0.32196671
##  [985,] 0.51239385
##  [986,] 0.17460303
##  [987,] 0.56957290
##  [988,] 0.74888272
##  [989,] 0.51943379
##  [990,] 0.44633023
##  [991,] 0.46785567
##  [992,] 0.40118225
##  [993,] 1.41405798
##  [994,] 0.42926945
##  [995,] 0.52339056
##  [996,] 0.69486883
##  [997,] 0.42822997
##  [998,] 3.58724102
##  [999,] 0.25568505
## 
## $model.matrix
##     (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1             1            0            1            0            0
## 2             1           -1           -1           -1           -1
## 3             1            1            0            0            0
## 4             1            1            0            0            0
## 5             1            1            0            0            0
## 6             1            1            0            0            0
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## 264           1            1            0            0            0
## 265           1            1            0            0            0
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## 270           1            1            0            0            0
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## 275           1            0            1            0            0
## 276           1            0            1            0            0
## 277           1            0            1            0            0
## 278           1            0            1            0            0
## 279           1            1            0            0            0
## 280           1            1            0            0            0
## 281           1            1            0            0            0
## 282           1            0            1            0            0
## 283           1            0            1            0            0
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## 285           1            1            0            0            0
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## 294           1            1            0            0            0
## 295           1            0            1            0            0
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## 297           1            1            0            0            0
## 298           1            1            0            0            0
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## 300           1            1            0            0            0
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## 306           1            0            1            0            0
## 307           1            0            1            0            0
## 308           1            1            0            0            0
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## 310           1            0            1            0            0
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## 312           1            1            0            0            0
## 
## $terms
## sd ~ demo$gender
## attr(,"variables")
## list(sd, demo$gender)
## attr(,"factors")
##             demo$gender
## sd                    0
## demo$gender           1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to gender.

Self-Efficacy

Now, Self-Efficacy:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$gender   4    0.0621 0.015533  0.6137 0.00793  0.445
## Residuals   307    7.7704 0.025311         0.99207       
## Total       311    7.8325                  1.00000       
## 
## $call
## adonis(formula = se ~ demo$gender)
## 
## $coefficients
##              self_determition_ave         se1        se2        se3        se4
## (Intercept)             3.9796944  3.92001899  4.4477124  4.1157890  4.5767956
## demo$gender1           -0.1609099 -0.21836153 -0.4200881 -0.4196564 -0.6928177
## demo$gender2           -0.3000069 -0.02158149 -0.2367749 -0.2329765 -0.5767956
## demo$gender3           -0.3796944 -0.92001899 -0.4477124 -0.1157890  0.4232044
## demo$gender4            0.4203056  1.07998101  0.5522876  0.8842110  0.4232044
##                     se5 self_efficacy_ave
## (Intercept)   4.6419199         4.3404472
## demo$gender1 -0.6198204        -0.4741488
## demo$gender2 -0.4544199        -0.3045097
## demo$gender3  0.3580801        -0.1404472
## demo$gender4  0.3580801         0.6595528
## 
## $coef.sites
##                        1           2            3           4           5
## (Intercept)   0.08490305  0.06414646  0.089101573  0.06660327  0.08490305
## demo$gender1  0.05861257  0.05658554  0.016801113  0.05476527  0.05861257
## demo$gender2  0.04549625  0.04707768  0.021672482  0.04360581  0.04549625
## demo$gender3  0.01227563 -0.01151488 -0.022434906 -0.02660327  0.01227563
## demo$gender4 -0.07625752 -0.02800188  0.009939961 -0.01782278 -0.07625752
##                         6           7           8            9           10
## (Intercept)   0.120032783  0.18380546  0.08490305  0.097401856  0.592401616
## demo$gender1  0.003374501 -0.01424149  0.05861257  0.020713134 -0.044249856
## demo$gender2  0.016813645  0.00562246  0.04549625  0.017754623 -0.040004013
## demo$gender3 -0.053366116 -0.03756040  0.01227563 -0.012894814 -0.001241395
## demo$gender4  0.034329633  0.04039382 -0.07625752  0.005162246  0.053531398
##                       11           12           13          14           15
## (Intercept)   0.10722584  0.083033306  0.089101573  0.08960924  0.085673506
## demo$gender1  0.01732970  0.024826185  0.016801113  0.01585955  0.041921051
## demo$gender2  0.01978699  0.024520748  0.021672482  0.02035711  0.035613129
## demo$gender3 -0.03528339 -0.003995505 -0.022434906 -0.02622895  0.008789035
## demo$gender4  0.01695717 -0.004663400  0.009939961  0.01295487 -0.040897387
##                       16           17           18          19           20
## (Intercept)   0.08960924  0.078400488  0.091062699  0.07993305  0.109809223
## demo$gender1  0.01585955  0.059703634  0.021690498  0.06005859  0.007794188
## demo$gender2  0.02035711  0.044423088  0.019430472  0.04632032  0.014453977
## demo$gender3 -0.02622895  0.004402059 -0.014139622  0.01154960 -0.030099078
## demo$gender4  0.01295487 -0.072552535  0.004478702 -0.07703450  0.021769725
##                        21           22           23           24          25
## (Intercept)   0.088178690  0.205059288  0.142039916  0.107816628  0.08960924
## demo$gender1  0.022470988 -0.019572199  0.005262316  0.006161668  0.01585955
## demo$gender2  0.020725249  0.001119032  0.007908817  0.014236703  0.02035711
## demo$gender3 -0.015007958 -0.039067385 -0.025935047 -0.024784137 -0.02622895
## demo$gender4  0.003884802  0.045849803  0.024061779  0.020052224  0.01295487
##                         26          27           28          29           30
## (Intercept)   0.6094753429  0.08789678  0.263584635  0.08490305  0.139191864
## demo$gender1 -0.0440493024  0.02939144 -0.028790607  0.05861257  0.003360928
## demo$gender2 -0.0393246060  0.02745762 -0.004201817  0.04549625  0.014570743
## demo$gender3 -0.0005367955  0.01277436 -0.032815405  0.01227563 -0.052399411
## demo$gender4  0.0523604058 -0.03268206  0.049392464 -0.07625752  0.034869569
##                        31           32           33          34           35
## (Intercept)   0.075846061  0.568072945  0.123000134  0.08774803  0.184535981
## demo$gender1  0.056443236 -0.044401866  0.002133927  0.02952870 -0.016181574
## demo$gender2  0.046252213 -0.039238199  0.015178329  0.03263696  0.004331094
## demo$gender3  0.001077016 -0.002855554 -0.052368164 -0.06301304 -0.041678838
## demo$gender4 -0.052316649  0.054568564  0.035249024  0.01836130  0.044035448
##                       36           37           38           39          40
## (Intercept)   0.08466200  0.077945574  0.096703603  0.568072945  0.10397998
## demo$gender1  0.04731535  0.060405957  0.015525664 -0.044401866  0.01326918
## demo$gender2  0.03661361  0.045526102  0.022046964 -0.039238199  0.02501200
## demo$gender3  0.01856381  0.007768712 -0.017118828 -0.002855554 -0.04015019
## demo$gender4 -0.06691052 -0.075030122  0.007397344  0.054568564  0.01860067
##                        41          42          43           44          45
## (Intercept)   0.071810182  0.08804061  0.07033555  0.080423767  0.08490305
## demo$gender1  0.053898856  0.03662764  0.04922347  0.043931694  0.05861257
## demo$gender2  0.045578393  0.03622323  0.04466768  0.035508065  0.04549625
## demo$gender3 -0.009920931 -0.01470728 -0.03354625  0.008100823  0.01227563
## demo$gender4 -0.027034062 -0.02706500 -0.01223157 -0.041384728 -0.07625752
##                        46          47          48           49          50
## (Intercept)   0.173015130  0.48143963  0.36415005  0.120032783  0.08878406
## demo$gender1 -0.011539319 -0.04281837 -0.04356309  0.003374501  0.01792524
## demo$gender2  0.004813432 -0.02739876 -0.02257309  0.016813645  0.02335282
## demo$gender3 -0.043603365 -0.01205187 -0.01835566 -0.053366116 -0.01885399
## demo$gender4  0.042532573  0.05427466  0.05733755  0.034329633  0.00675734
##                         51            52          53            54          55
## (Intercept)   0.6094753429  0.2332119170  0.09736924  0.6094753429  0.09165196
## demo$gender1 -0.0440493024 -0.0270889304  0.01344784 -0.0440493024  0.01541797
## demo$gender2 -0.0393246060 -0.0005414165  0.01640998 -0.0393246060  0.01929741
## demo$gender3 -0.0005367955 -0.0298924149 -0.03308353 -0.0005367955 -0.03491437
## demo$gender4  0.0523604058  0.0455984920  0.01951387  0.0523604058  0.01802546
##                       56           57           58           59           60
## (Intercept)   0.09736924  0.083517851  0.071190632  0.076881571  0.177935810
## demo$gender1  0.01344784  0.023934043  0.058284756  0.034814141 -0.006914527
## demo$gender2  0.01640998  0.023244802  0.045016000  0.033924327  0.002010165
## demo$gender3 -0.03308353 -0.007655783 -0.003229467 -0.028936365 -0.018402736
## demo$gender4  0.01951387 -0.001756845 -0.050419119 -0.001881571  0.029081734
##                         61           62           63            64          65
## (Intercept)   0.0732659046  0.090038419  0.083517851  0.1295976324  0.13073450
## demo$gender1  0.0579522095  0.033728764  0.023934043  0.0005079202  0.00438631
## demo$gender2  0.0458348250  0.031109444  0.023244802  0.0127895472  0.01086995
## demo$gender3  0.0006890793 -0.004714187 -0.007655783 -0.0509459470 -0.02703080
## demo$gender4 -0.0526169370 -0.012156799 -0.001756845  0.0365040625  0.02362792
##                       66          67           68           69           70
## (Intercept)   0.34269825  0.08236416  0.085387512  0.091267692  0.139480696
## demo$gender1 -0.04168933  0.05917794  0.058114043  0.016763965 -0.002173584
## demo$gender2 -0.01721217  0.04587840  0.041211322  0.022749409  0.013424581
## demo$gender3 -0.02159734  0.01197546 -0.001516544 -0.018096960 -0.045141073
## demo$gender4  0.05567573 -0.07658381 -0.067636032  0.007145007  0.034580737
##                        71           72            73           74          75
## (Intercept)   0.131152431  0.083517851  0.0791986910  0.161805591  0.08490305
## demo$gender1  0.001566892  0.023934043  0.0595084791 -0.009850976  0.05861257
## demo$gender2  0.014376113  0.023244802  0.0438250302  0.008308266  0.04549625
## demo$gender3 -0.007964026 -0.007655783  0.0006735135 -0.045526522  0.01227563
## demo$gender4  0.013584411 -0.001756845 -0.0704010370  0.040991611 -0.07625752
##                       76           77            78           79           80
## (Intercept)   0.07595394  0.077945574  0.6008625346 0.1478814509  0.078400488
## demo$gender1  0.05652607  0.060405957 -0.0441600166 0.0006279783  0.059703634
## demo$gender2  0.04173971  0.045526102 -0.0397515946 0.0048399174  0.044423088
## demo$gender3 -0.01365886  0.007768712 -0.0008625346 0.0013722805  0.004402059
## demo$gender4 -0.04292090 -0.075030122  0.0529836192 0.0142807113 -0.072552535
##                       81           82          83          84          85
## (Intercept)   0.07837638  0.096703603  0.41693024  0.09440931  0.09165196
## demo$gender1  0.05650246  0.015525664 -0.03676406  0.01427456  0.01541797
## demo$gender2  0.04500590  0.022046964 -0.03133607  0.01774546  0.01929741
## demo$gender3  0.00149582 -0.017118828  0.01576207 -0.03391109 -0.03491437
## demo$gender4 -0.05198342  0.007397344  0.04069688  0.01885930  0.01802546
##                       86           87          88          89           90
## (Intercept)   0.08245713  0.136526553  0.58412688  0.08781415  0.079557754
## demo$gender1  0.03712266  0.002069769 -0.04435671  0.03004417  0.032602090
## demo$gender2  0.03350104  0.006646866 -0.03993708  0.02655701  0.030109777
## demo$gender3 -0.01848407 -0.024586254 -0.00170930  0.01285699 -0.044835532
## demo$gender4 -0.02399560  0.025635609  0.05396836 -0.03259943  0.009049841
##                       91          92           93           94            95
## (Intercept)   0.06480354  0.07762407  0.077817804  0.181629438  0.0912389750
## demo$gender1  0.05491078  0.03291231  0.035363915 -0.015426369  0.0574458420
## demo$gender2  0.04442868  0.03106794  0.036183252  0.005665044  0.0398240732
## demo$gender3 -0.01844593 -0.03624476 -0.029872598 -0.032023139 -0.0003298841
## demo$gender4 -0.02237930  0.00413694 -0.002817804  0.038228718 -0.0674294512
##                       96          97          98           99          100
## (Intercept)   0.07993305  0.07567881  0.37617903  0.138559457  0.083033306
## demo$gender1  0.06005859  0.04779595 -0.04377543 -0.004006639  0.024826185
## demo$gender2  0.04632032  0.04383015 -0.02302015  0.012493917  0.024520748
## demo$gender3  0.01154960 -0.03248944 -0.01768846 -0.044219834 -0.003995505
## demo$gender4 -0.07703450 -0.01184902  0.05715430  0.035501977 -0.004663400
##                       101          102         103         104         105
## (Intercept)   0.071810182  0.078400488  0.28475189  0.10772887  0.08490305
## demo$gender1  0.053898856  0.059703634 -0.03651132  0.01058722  0.05861257
## demo$gender2  0.045578393  0.044423088 -0.01151878  0.01898339  0.04549625
## demo$gender3 -0.009920931  0.004402059 -0.02710997 -0.05663398  0.01227563
## demo$gender4 -0.027034062 -0.072552535  0.05376951  0.03134397 -0.07625752
##                      106         107          108         109          110
## (Intercept)   0.33687634  0.10628505  0.160160342  0.10387466  0.160831410
## demo$gender1 -0.04129970  0.00758392 -0.001829739  0.01239174 -0.002486224
## demo$gender2 -0.01755444  0.01639855  0.008099018  0.01467142  0.010289842
## demo$gender3 -0.02180785 -0.01667931 -0.048191230 -0.03193222 -0.023426830
## demo$gender4  0.05583621  0.01423613  0.038445930  0.02030834  0.025375486
##                       111         112         113          114          115
## (Intercept)   0.182474615  0.08236416  0.08960924  0.083517851  0.261579266
## demo$gender1 -0.014944314  0.05917794  0.01585955  0.023934043 -0.026872229
## demo$gender2  0.007718519  0.04587840  0.02035711  0.023244802 -0.005317715
## demo$gender3 -0.032868316  0.01197546 -0.02622895 -0.007655783 -0.027536713
## demo$gender4  0.037383541 -0.07658381  0.01295487 -0.001756845  0.046405525
##                       116          117          118          119          120
## (Intercept)   0.085387512  0.079628824  0.121231783  0.131189495  0.315645790
## demo$gender1  0.058114043  0.043122415  0.023365326 -0.002810036 -0.033178577
## demo$gender2  0.041211322  0.032749927  0.031210274  0.007515654 -0.006263325
## demo$gender3 -0.001516544 -0.003216864 -0.021941002 -0.023382803 -0.005911277
## demo$gender4 -0.067636032 -0.034036119  0.001348863  0.027059663  0.038684919
##                      121          122         123           124          125
## (Intercept)   0.08960924  0.091267692  0.08236416  0.1370086152  0.186835660
## demo$gender1  0.01585955  0.016763965  0.05917794  0.0002295935 -0.012075789
## demo$gender2  0.02035711  0.022749409  0.04587840  0.0173959145  0.007124346
## demo$gender3 -0.02622895 -0.018096960  0.01197546 -0.0325310032 -0.043978517
## demo$gender4  0.01295487  0.007145007 -0.07658381  0.0251535470  0.041735769
##                       126          127          128         129          130
## (Intercept)   0.080237294  0.093454526  0.131912421  0.08236416  0.078455729
## demo$gender1  0.059602419  0.036251651  0.004149073  0.05917794  0.055880903
## demo$gender2  0.043641192  0.026483864  0.016092761  0.04587840  0.045865495
## demo$gender3 -0.003314217 -0.017065637 -0.053260736  0.01197546  0.001416475
## demo$gender4 -0.068472588 -0.004846931  0.034189274 -0.07658381 -0.052062767
##                       131          132          133          134           135
## (Intercept)   0.185391011  0.129401462  0.103993746  0.072708345  0.0851842423
## demo$gender1 -0.012120516  0.004488496  0.057444706  0.041183647  0.0247263241
## demo$gender2  0.008258123  0.011220570  0.038128795  0.035504288  0.0255493534
## demo$gender3 -0.039145952 -0.022390392  0.001269412 -0.005594251  0.0001399898
## demo$gender4  0.038808277  0.021100210 -0.067849167 -0.017493621 -0.0073026224
##                      136         137          138          139          140
## (Intercept)   0.08490305  0.08091532  0.092887438  0.165052875  0.075846061
## demo$gender1  0.05861257  0.05155830  0.020692188 -0.011199441  0.056443236
## demo$gender2  0.04549625  0.04427462  0.025359075  0.006556783  0.046252213
## demo$gender3  0.01227563 -0.01902607 -0.029507156 -0.044430307  0.001077016
## demo$gender4 -0.07625752 -0.03613920  0.009676665  0.041964668 -0.052316649
##                       141           142         143          144         145
## (Intercept)   0.129040823  0.1915758762  0.07993305  0.111011805  0.10732196
## demo$gender1  0.008792466 -0.0186364321  0.06005859  0.009919409  0.01210255
## demo$gender2  0.010867735  0.0009464701  0.04632032  0.018047371  0.01403202
## demo$gender3  0.006673463 -0.0395758762  0.01154960 -0.056066750 -0.03150968
## demo$gender4 -0.012157706  0.0458341957 -0.07703450  0.031845338  0.02054690
##                       146          147         148          149          150
## (Intercept)   0.071627742  0.078400488  0.30203952  0.545612656  0.123431292
## demo$gender1  0.057559596  0.059703634 -0.03093535 -0.042698056  0.006375899
## demo$gender2  0.043887685  0.044423088 -0.01392713 -0.036925607  0.010551964
## demo$gender3 -0.006692678  0.004402059 -0.02770324 -0.005505704 -0.027843057
## demo$gender4 -0.047818219 -0.072552535  0.05229119  0.054387344  0.023235375
##                       151         152         153           154         155
## (Intercept)   0.182474615  0.08490305  0.09049699  0.0757870106  0.06438549
## demo$gender1 -0.014944314  0.05861257  0.01547796  0.0468517765  0.05566163
## demo$gender2  0.007718519  0.04549625  0.01959890  0.0391509561  0.04558016
## demo$gender3 -0.032868316  0.01227563 -0.03042632 -0.0483897503 -0.01488054
## demo$gender4  0.037383541 -0.07625752  0.01561233 -0.0007870106 -0.02511056
##                      156         157         158         159          160
## (Intercept)   0.08490305  0.08490305  0.08490305  0.06557836  0.153932499
## demo$gender1  0.05861257  0.05861257  0.05861257  0.05468725 -0.005557536
## demo$gender2  0.04549625  0.04549625  0.04549625  0.04380202  0.005191196
## demo$gender3  0.01227563  0.01227563  0.01227563 -0.02238899 -0.020852651
## demo$gender4 -0.07625752 -0.07625752 -0.07625752 -0.01998565  0.028198085
##                       161         162         163          164         165
## (Intercept)   0.101568045  0.06480354  0.08695546  0.088178690  0.08490305
## demo$gender1  0.015611126  0.05491078  0.04612504  0.022470988  0.05861257
## demo$gender2  0.017343211  0.04442868  0.03599528  0.020725249  0.04549625
## demo$gender3 -0.006161685 -0.01844593  0.01915386 -0.015007958  0.01227563
## demo$gender4  0.004541280 -0.02237930 -0.06630649  0.003884802 -0.07625752
##                       166         167          168         169          170
## (Intercept)   0.073625860  0.06414646  0.089101573  0.08236416  0.071270827
## demo$gender1  0.041722616  0.05658554  0.016801113  0.05917794  0.057655177
## demo$gender2  0.037717867  0.04707768  0.021672482  0.04587840  0.045886165
## demo$gender3 -0.006511766 -0.01151488 -0.022434906  0.01197546 -0.003309662
## demo$gender4 -0.018411136 -0.02800188  0.009939961 -0.07658381 -0.050499314
##                       171         172          173          174         175
## (Intercept)   0.082722203  0.10273373  0.097401856  0.078460324  0.09089079
## demo$gender1  0.058715578  0.04340201  0.020713134  0.032599839  0.05239103
## demo$gender2  0.042328148  0.03070757  0.017754623  0.030365018  0.03782716
## demo$gender3 -0.002336351  0.00690082 -0.012894814 -0.040398040 -0.02239764
## demo$gender4 -0.067972940 -0.05714103  0.005162246  0.006713178 -0.01589079
##                        176          177          178          179         180
## (Intercept)   0.0882519784  0.521929179  0.171120507  0.116478891  0.06480354
## demo$gender1  0.0576761713 -0.046116184 -0.006685306  0.007084118  0.05491078
## demo$gender2  0.0404680713 -0.035265462  0.007308633  0.012240191  0.04442868
## demo$gender3 -0.0008733376 -0.006139705 -0.046120507 -0.028887650 -0.01844593
## demo$gender4 -0.0674804651  0.056052472  0.040147099  0.022593957 -0.02237930
##                       181          182          183          184         185
## (Intercept)   0.093927346  0.152196751  0.075766505  0.164434041  0.08129586
## demo$gender1  0.015971831  0.000417587  0.057066782 -0.008627710  0.05659486
## demo$gender2  0.022366023  0.011245724  0.045390000  0.001911254  0.04928594
## demo$gender3 -0.017538457 -0.020121279  0.001156572 -0.018280195 -0.02247233
## demo$gender4  0.007338476  0.021864683 -0.052237093  0.030010403 -0.03937969
##                       186           187          188         189         190
## (Intercept)   0.156140335  0.0827351106  0.125837942  0.08236416  0.08490305
## demo$gender1 -0.009210575  0.0258975035  0.011964734  0.05917794  0.05861257
## demo$gender2  0.002940967  0.0261550085  0.010579203  0.04587840  0.04549625
## demo$gender3 -0.018735755 -0.0005433298 -0.005837942  0.01197546  0.01227563
## demo$gender4  0.030066561 -0.0077351106  0.009475589 -0.07658381 -0.07625752
##                       191          192         193          194           195
## (Intercept)   0.238837010  0.078400488  0.08490305  0.075766505  0.0797141079
## demo$gender1 -0.028862341  0.059703634  0.05861257  0.057066782  0.0439153220
## demo$gender2 -0.002939025  0.044423088  0.04549625  0.045390000  0.0355967114
## demo$gender3 -0.033816089  0.004402059  0.01227563  0.001156572 -0.0002439092
## demo$gender4  0.049552504 -0.072552535 -0.07625752 -0.052237093 -0.0372898654
##                        196          197          198           199         200
## (Intercept)   7.092941e-02  0.075137988  0.142307536  0.0791986910  0.08490305
## demo$gender1  5.917982e-02  0.039978834  0.006025392  0.0595084791  0.05861257
## demo$gender2  4.648429e-02  0.034874819  0.006912941  0.0438250302  0.04549625
## demo$gender3  3.832966e-05 -0.004903874 -0.001566796  0.0006735135  0.01227563
## demo$gender4 -5.317793e-02 -0.017034012  0.012054880 -0.0704010370 -0.07625752
##                      201          202         203          204         205
## (Intercept)   0.08960924  0.080449405  0.08878406  0.081401435  0.10899818
## demo$gender1  0.01585955  0.038612778  0.01792524  0.043820779  0.02719779
## demo$gender2  0.02035711  0.034102524  0.02335282  0.038551984  0.02642947
## demo$gender3 -0.02622895 -0.004037445 -0.01885399  0.007123155 -0.04089783
## demo$gender4  0.01295487 -0.016619618  0.00675734 -0.042362396  0.01152299
##                        206         207         208          209          210
## (Intercept)   0.6094753429  0.07780361  0.09527225  0.073894732  0.126869078
## demo$gender1 -0.0440493024  0.04696496  0.03240402  0.040728203 -0.001425704
## demo$gender2 -0.0393246060  0.04520670  0.02764165  0.036157174  0.009537619
## demo$gender3 -0.0005367955 -0.07780361  0.02603923 -0.009921668 -0.019858008
## demo$gender4  0.0523604058  0.01080399 -0.05623321 -0.015433194  0.023632594
##                        211          212          213         214          215
## (Intercept)   0.0788903861  0.074235192  0.118947781  0.07567881  0.172642237
## demo$gender1  0.0427392025  0.039084953  0.009722805  0.04779595 -0.010197641
## demo$gender2  0.0343016655  0.032039118  0.024307443  0.04383015  0.002405179
## demo$gender3  0.0005798126 -0.016608073 -0.038655810 -0.03248944 -0.017603478
## demo$gender4 -0.0364661437 -0.009219712  0.020125067 -0.01184902  0.030154965
##                       216           217         218          219         220
## (Intercept)   0.153702888  0.0791986910  0.07762407  0.077945574  0.07344455
## demo$gender1  0.004046042  0.0595084791  0.03291231  0.060405957  0.05381146
## demo$gender2  0.007335408  0.0438250302  0.03106794  0.045526102  0.04940669
## demo$gender3 -0.024915009  0.0006735135 -0.03624476  0.007768712 -0.03665525
## demo$gender4  0.024379304 -0.0704010370  0.00413694 -0.075030122 -0.01534057
##                      221         222         223         224          225
## (Intercept)   0.11907945  0.08490305  0.08490305  0.15455272  0.208030327
## demo$gender1  0.03009478  0.05861257  0.05861257  0.01102318 -0.020801892
## demo$gender2  0.03352757  0.04549625  0.04549625  0.01525521 -0.002687332
## demo$gender3 -0.06798456  0.01227563  0.01227563 -0.03002442 -0.037298620
## demo$gender4  0.01999339 -0.07625752 -0.07625752  0.01950871  0.047444125
##                       226          227         228         229         230
## (Intercept)   0.101568045  0.103027688  0.08878406  0.07935062  0.07993305
## demo$gender1  0.015611126  0.018568103  0.01792524  0.03361246  0.06005859
## demo$gender2  0.017343211  0.021382055  0.02335282  0.03329204  0.04632032
## demo$gender3 -0.006161685  0.004986249 -0.01885399 -0.02815608  0.01154960
## demo$gender4  0.004541280 -0.004614989  0.00675734 -0.00146900 -0.07703450
##                      231           232         233         234          235
## (Intercept)   0.39406934  0.0732659046  0.10490997  0.11268315  0.568072945
## demo$gender1 -0.04559673  0.0579522095  0.02057008  0.01743366 -0.044401866
## demo$gender2 -0.02388469  0.0458348250  0.02079255  0.02166647 -0.039238199
## demo$gender3 -0.01607891  0.0006890793 -0.03680962 -0.02635221 -0.002855554
## demo$gender4  0.05740745 -0.0526169370  0.01561120  0.01149986  0.054568564
##                      236         237         238          239         240
## (Intercept)   0.08960924  0.07342256  0.10467516  0.186835660  0.26927505
## demo$gender1  0.01585955  0.03936735  0.01144257 -0.012075789 -0.02743920
## demo$gender2  0.02035711  0.03272009  0.02034028  0.007124346 -0.00393538
## demo$gender3 -0.02622895 -0.01261175 -0.05740243 -0.043978517 -0.03322355
## demo$gender4  0.01295487 -0.01169416  0.03063838  0.041735769  0.04873262
##                      241           242         243         244         245
## (Intercept)   0.08960924  0.1463296123  0.09237405  0.08490305  0.14170175
## demo$gender1  0.01585955  0.0001057548  0.02278533  0.05861257  0.01079168
## demo$gender2  0.02035711  0.0147420587  0.02571645  0.04549625  0.01345053
## demo$gender3 -0.02622895 -0.0512725781 -0.01018226  0.01227563 -0.02976145
## demo$gender4  0.01295487  0.0358009719 -0.01737405 -0.07625752  0.02046042
##                        246           247           248          249
## (Intercept)   0.2274548805  0.0843744391  0.1396760349  0.259873374
## demo$gender1 -0.0216147921  0.0235904321 -0.0005021539 -0.027871672
## demo$gender2 -0.0004873625  0.0225146957  0.0169158407 -0.002667913
## demo$gender3 -0.0373722359 -0.0117100792 -0.0318693434 -0.022585239
## demo$gender4  0.0466191935  0.0007990625  0.0253071301  0.043156929
##                       250          251         252          253          254
## (Intercept)   0.096703603  0.129401462  0.07241475  0.119794189  0.071270827
## demo$gender1  0.015525664  0.004488496  0.05735149  0.006404827  0.057655177
## demo$gender2  0.022046964  0.011220570  0.04327406  0.011279069  0.045886165
## demo$gender3 -0.017118828 -0.022390392 -0.01052550 -0.028219097 -0.003309662
## demo$gender4  0.007397344  0.021100210 -0.04554908  0.023062954 -0.050499314
##                        255          256          257          258         259
## (Intercept)   1.275885e-01  0.077907427  0.077945574  0.077945574  0.07766351
## demo$gender1 -5.327011e-05  0.038096168  0.060405957  0.060405957  0.06127512
## demo$gender2  1.032351e-02  0.030355840  0.045526102  0.045526102  0.04696325
## demo$gender3 -2.057745e-02 -0.019886949  0.007768712  0.007768712  0.01094408
## demo$gender4  2.291315e-02 -0.006256337 -0.075030122 -0.075030122 -0.07766351
##                       260         261         262         263         264
## (Intercept)   0.501119240  0.08960924  0.10772887  0.09440931  0.36460695
## demo$gender1 -0.033379978  0.01585955  0.01058722  0.01427456 -0.03374715
## demo$gender2 -0.018614632  0.02035711  0.01898339  0.01774546 -0.01288614
## demo$gender3  0.009084842 -0.02622895 -0.05663398 -0.03391109 -0.02507206
## demo$gender4  0.034595046  0.01295487  0.03134397  0.01885930  0.05103091
##                       265         266          267         268          269
## (Intercept)   0.515556519  0.08490305  0.119080151  0.07993305  0.203547251
## demo$gender1 -0.046687691  0.05861257  0.005042523  0.06005859 -0.004646837
## demo$gender2 -0.031166132  0.04549625  0.010499260  0.04632032  0.009237657
## demo$gender3 -0.007703115  0.01227563 -0.027505060  0.01154960 -0.046920745
## demo$gender4  0.055219737 -0.07625752  0.023776992 -0.07703450  0.038330006
##                       270          271          272          273          274
## (Intercept)   0.088711003  0.068571552  0.158927226  0.162329054  0.077945574
## demo$gender1  0.027497316  0.048705749 -0.009605730 -0.007371905  0.060405957
## demo$gender2  0.024620394  0.042612459  0.009445751  0.012425312  0.045526102
## demo$gender3  0.005883592 -0.041544525 -0.035850303 -0.042637934  0.007768712
## demo$gender4 -0.026982608 -0.006843157  0.035517218  0.036277218 -0.075030122
##                        275          276         277          278           279
## (Intercept)   0.2415107474  0.159551225  0.08960924  0.072708345  0.0780991397
## demo$gender1 -0.0233117583 -0.008759796  0.01585955  0.041183647  0.0343251506
## demo$gender2 -0.0004683938  0.010471814  0.02035711  0.035504288  0.0345835460
## demo$gender3 -0.0364898269 -0.036474302 -0.02622895 -0.005594251 -0.0334256001
## demo$gender4  0.0468787657  0.034893219  0.01295487 -0.017493621  0.0002707663
##                      280          281           282         283         284
## (Intercept)   0.40005541  0.181629438  0.0851842423  0.10055262  0.06438549
## demo$gender1 -0.04583987 -0.015426369  0.0247263241  0.01280406  0.05566163
## demo$gender2 -0.02480785  0.005665044  0.0255493534  0.01548651  0.04558016
## demo$gender3 -0.01544002 -0.032023139  0.0001399898 -0.03245226 -0.01488054
## demo$gender4  0.05757171  0.038228718 -0.0073026224  0.01996855 -0.02511056
##                       285          286          287          288          289
## (Intercept)   0.071810182  0.115002456  0.083274794  0.077945574  0.143046366
## demo$gender1  0.053898856  0.003983764  0.042183812  0.060405957 -0.005445211
## demo$gender2  0.045578393  0.010911241  0.031110679  0.045526102  0.010443287
## demo$gender3 -0.009920931 -0.027411215 -0.006351717  0.007768712 -0.047989332
## demo$gender4 -0.027034062  0.024070391 -0.031287027 -0.075030122  0.039084218
##                      290         291         292         293         294
## (Intercept)   0.07872652  0.08490305  0.08789678  0.08490305  0.09165196
## demo$gender1  0.05526489  0.05861257  0.02939144  0.05861257  0.01541797
## demo$gender2  0.04148062  0.04549625  0.02745762  0.04549625  0.01929741
## demo$gender3 -0.01293704  0.01227563  0.01277436  0.01227563 -0.03491437
## demo$gender4 -0.04258194 -0.07625752 -0.03268206 -0.07625752  0.01802546
##                       295          296          297         298          299
## (Intercept)   0.071627742  0.101456510  0.111048374  0.58412688  0.085387512
## demo$gender1  0.057559596  0.015236287  0.006849874 -0.04435671  0.058114043
## demo$gender2  0.043887685  0.020000337  0.017175501 -0.03993708  0.041211322
## demo$gender3 -0.006692678  0.006557427 -0.011757594 -0.00170930 -0.001516544
## demo$gender4 -0.047818219 -0.003043812  0.011532271  0.05396836 -0.067636032
##                      300         301          302         303         304
## (Intercept)   0.08490305  0.08490305  0.115767525  0.09049699  0.07766351
## demo$gender1  0.05861257  0.05861257  0.005726824  0.01547796  0.06127512
## demo$gender2  0.04549625  0.04549625  0.011463387  0.01959890  0.04696325
## demo$gender3  0.01227563  0.01227563 -0.028176284 -0.03042632  0.01094408
## demo$gender4 -0.07625752 -0.07625752  0.023305323  0.01561233 -0.07766351
##                      305         306          307         308           309
## (Intercept)   0.09968692  0.08789678  0.072708345  0.30632669  0.0819040671
## demo$gender1  0.01309693  0.02939144  0.041183647 -0.03462747  0.0460665469
## demo$gender2  0.02298574  0.02745762  0.035504288 -0.01387707  0.0376502556
## demo$gender3 -0.04932721  0.01277436 -0.005594251 -0.02632669 -0.0474213085
## demo$gender4  0.02449608 -0.03268206 -0.017493621  0.05335710 -0.0001430608
##                      310         311          312
## (Intercept)   0.29505803  0.09165196  0.200155585
## demo$gender1 -0.03432700  0.01541797 -0.009879278
## demo$gender2 -0.01511340  0.01929741  0.005205070
## demo$gender3 -0.02633557 -0.03491437 -0.017615902
## demo$gender4  0.05396157  0.01802546  0.028415844
## 
## $f.perms
##               [,1]
##    [1,] 1.10050885
##    [2,] 1.31952700
##    [3,] 0.27932945
##    [4,] 1.17757126
##    [5,] 0.10796206
##    [6,] 0.34752436
##    [7,] 0.22991677
##    [8,] 1.25126264
##    [9,] 2.93862165
##   [10,] 0.16015745
##   [11,] 0.45220476
##   [12,] 0.43755675
##   [13,] 0.39517970
##   [14,] 4.15672767
##   [15,] 3.83427115
##   [16,] 0.38794115
##   [17,] 0.29992463
##   [18,] 0.57337693
##   [19,] 0.93158784
##   [20,] 0.49487845
##   [21,] 0.70196975
##   [22,] 0.45486174
##   [23,] 0.22623068
##   [24,] 0.92913169
##   [25,] 0.34929610
##   [26,] 1.36760070
##   [27,] 3.52652079
##   [28,] 0.23290651
##   [29,] 0.56802606
##   [30,] 0.35112970
##   [31,] 3.00935609
##   [32,] 1.08777359
##   [33,] 0.36806495
##   [34,] 5.31227987
##   [35,] 6.23171961
##   [36,] 0.75110117
##   [37,] 0.10623322
##   [38,] 0.34598367
##   [39,] 0.86109749
##   [40,] 0.27018953
##   [41,] 2.91287482
##   [42,] 0.17160952
##   [43,] 0.21444221
##   [44,] 3.05557814
##   [45,] 0.44781470
##   [46,] 0.28894062
##   [47,] 0.43145396
##   [48,] 0.31702388
##   [49,] 0.45563029
##   [50,] 0.27772390
##   [51,] 3.25471288
##   [52,] 0.67957494
##   [53,] 0.39022349
##   [54,] 0.62571131
##   [55,] 1.03564059
##   [56,] 0.32942387
##   [57,] 3.24761673
##   [58,] 1.47530574
##   [59,] 2.60736245
##   [60,] 0.30882388
##   [61,] 1.77216772
##   [62,] 0.51667277
##   [63,] 0.39456092
##   [64,] 0.25710354
##   [65,] 0.70585907
##   [66,] 1.35062088
##   [67,] 0.28078288
##   [68,] 0.49954637
##   [69,] 0.30220944
##   [70,] 0.54536367
##   [71,] 0.37776229
##   [72,] 0.23117587
##   [73,] 0.28677034
##   [74,] 0.51735407
##   [75,] 0.40767184
##   [76,] 0.43418387
##   [77,] 0.70489049
##   [78,] 1.04126603
##   [79,] 2.96804655
##   [80,] 2.30637551
##   [81,] 0.30076603
##   [82,] 2.12471445
##   [83,] 0.33082076
##   [84,] 0.31565671
##   [85,] 0.26749105
##   [86,] 0.26549145
##   [87,] 0.28176557
##   [88,] 3.89474512
##   [89,] 0.64712516
##   [90,] 0.37520946
##   [91,] 0.20594784
##   [92,] 0.36501246
##   [93,] 0.67014480
##   [94,] 0.43996878
##   [95,] 0.28293447
##   [96,] 0.80756598
##   [97,] 0.36616088
##   [98,] 2.03786866
##   [99,] 0.25980932
##  [100,] 0.90906109
##  [101,] 0.31482818
##  [102,] 0.46488153
##  [103,] 1.62725004
##  [104,] 0.36567352
##  [105,] 0.54819058
##  [106,] 0.19901731
##  [107,] 0.54575586
##  [108,] 0.36256868
##  [109,] 0.50945639
##  [110,] 0.20121630
##  [111,] 1.11383829
##  [112,] 3.59701846
##  [113,] 0.76733672
##  [114,] 0.32837222
##  [115,] 0.25638515
##  [116,] 1.78292815
##  [117,] 0.48815792
##  [118,] 0.46003627
##  [119,] 3.50225487
##  [120,] 1.07402694
##  [121,] 0.21731849
##  [122,] 0.35452166
##  [123,] 0.56737122
##  [124,] 0.33905399
##  [125,] 3.53538466
##  [126,] 0.77655999
##  [127,] 0.38163081
##  [128,] 0.62385400
##  [129,] 0.28202316
##  [130,] 0.32614508
##  [131,] 0.58830397
##  [132,] 0.43780839
##  [133,] 0.46051927
##  [134,] 3.22992684
##  [135,] 0.33252479
##  [136,] 0.86310249
##  [137,] 2.23929187
##  [138,] 1.20195948
##  [139,] 0.36961465
##  [140,] 0.36525286
##  [141,] 0.60463039
##  [142,] 0.24709020
##  [143,] 2.77864332
##  [144,] 0.69944321
##  [145,] 0.30565986
##  [146,] 0.52464402
##  [147,] 0.25899393
##  [148,] 1.46827279
##  [149,] 3.14279979
##  [150,] 0.33799799
##  [151,] 0.44042091
##  [152,] 6.64932290
##  [153,] 0.41394292
##  [154,] 0.32631218
##  [155,] 1.56748142
##  [156,] 0.80825685
##  [157,] 0.65388079
##  [158,] 0.14425797
##  [159,] 0.31626562
##  [160,] 0.13648372
##  [161,] 0.50634387
##  [162,] 0.32767860
##  [163,] 0.32195319
##  [164,] 1.03309334
##  [165,] 0.40257480
##  [166,] 1.35602252
##  [167,] 0.24399363
##  [168,] 0.34116251
##  [169,] 1.24189124
##  [170,] 0.59670491
##  [171,] 1.55748529
##  [172,] 0.50039337
##  [173,] 3.40746865
##  [174,] 0.49246465
##  [175,] 0.76604540
##  [176,] 0.51221579
##  [177,] 0.52923025
##  [178,] 0.67659478
##  [179,] 1.05841588
##  [180,] 0.45276511
##  [181,] 0.24109094
##  [182,] 0.24296422
##  [183,] 0.25098144
##  [184,] 0.39975486
##  [185,] 4.38908730
##  [186,] 0.29519366
##  [187,] 0.42729412
##  [188,] 3.19656934
##  [189,] 0.22759061
##  [190,] 0.30493428
##  [191,] 1.45618771
##  [192,] 1.39010108
##  [193,] 0.24039607
##  [194,] 0.78818258
##  [195,] 0.60919421
##  [196,] 1.45505933
##  [197,] 0.96741145
##  [198,] 0.45343186
##  [199,] 0.49623560
##  [200,] 0.57610138
##  [201,] 0.31894394
##  [202,] 0.33717030
##  [203,] 0.33532331
##  [204,] 0.48617887
##  [205,] 2.46779385
##  [206,] 0.66067304
##  [207,] 0.28941842
##  [208,] 0.21180095
##  [209,] 0.57920657
##  [210,] 0.69226653
##  [211,] 3.57302133
##  [212,] 2.85595734
##  [213,] 0.58386141
##  [214,] 0.42303778
##  [215,] 0.29185819
##  [216,] 0.33737104
##  [217,] 1.14957455
##  [218,] 0.34073231
##  [219,] 0.24443329
##  [220,] 0.86712369
##  [221,] 1.68974874
##  [222,] 1.69224071
##  [223,] 0.35998907
##  [224,] 0.87007581
##  [225,] 0.45157811
##  [226,] 1.88479647
##  [227,] 0.47452925
##  [228,] 3.13818997
##  [229,] 0.38162266
##  [230,] 0.26419410
##  [231,] 0.71770165
##  [232,] 0.48568087
##  [233,] 0.42322075
##  [234,] 3.50240085
##  [235,] 1.01108035
##  [236,] 0.27797354
##  [237,] 1.11408478
##  [238,] 2.97610261
##  [239,] 0.51402215
##  [240,] 0.63708972
##  [241,] 2.34543871
##  [242,] 0.23743505
##  [243,] 0.28137148
##  [244,] 0.59142103
##  [245,] 1.55132171
##  [246,] 0.92144132
##  [247,] 1.08049503
##  [248,] 0.50081468
##  [249,] 0.23883812
##  [250,] 0.37690071
##  [251,] 0.56345938
##  [252,] 0.31318284
##  [253,] 0.13404099
##  [254,] 0.46286325
##  [255,] 0.38093175
##  [256,] 0.95534969
##  [257,] 0.16154780
##  [258,] 0.75877299
##  [259,] 0.99187722
##  [260,] 3.68006683
##  [261,] 1.52760244
##  [262,] 0.30475577
##  [263,] 1.93314980
##  [264,] 0.46031803
##  [265,] 3.17347873
##  [266,] 0.36605930
##  [267,] 0.61640698
##  [268,] 0.22117733
##  [269,] 1.66857622
##  [270,] 0.89035333
##  [271,] 0.66602305
##  [272,] 1.07246623
##  [273,] 1.03259543
##  [274,] 2.90458209
##  [275,] 0.30140740
##  [276,] 0.49734355
##  [277,] 0.27711918
##  [278,] 0.82667521
##  [279,] 0.77411324
##  [280,] 3.35138265
##  [281,] 0.73678836
##  [282,] 1.29966599
##  [283,] 0.18982462
##  [284,] 0.23450010
##  [285,] 0.40372662
##  [286,] 0.26985636
##  [287,] 1.64582053
##  [288,] 2.44000142
##  [289,] 0.44247631
##  [290,] 0.30075748
##  [291,] 0.46624488
##  [292,] 1.62108346
##  [293,] 0.47085162
##  [294,] 1.15704325
##  [295,] 2.27564349
##  [296,] 0.19120118
##  [297,] 0.18393637
##  [298,] 0.20194133
##  [299,] 1.77785028
##  [300,] 0.23630728
##  [301,] 1.14127486
##  [302,] 5.82232735
##  [303,] 0.38552255
##  [304,] 0.31318488
##  [305,] 0.26223366
##  [306,] 0.43081930
##  [307,] 0.63198321
##  [308,] 0.41858133
##  [309,] 3.06001880
##  [310,] 0.75959113
##  [311,] 0.69772573
##  [312,] 0.42104243
##  [313,] 0.28120477
##  [314,] 0.69088147
##  [315,] 3.69561935
##  [316,] 0.68830968
##  [317,] 0.60501366
##  [318,] 0.62012447
##  [319,] 2.02032977
##  [320,] 4.46590719
##  [321,] 0.38209300
##  [322,] 3.82706091
##  [323,] 1.26814932
##  [324,] 0.57339863
##  [325,] 0.35739899
##  [326,] 0.45669260
##  [327,] 0.65222515
##  [328,] 0.32657539
##  [329,] 2.92643801
##  [330,] 1.19614324
##  [331,] 2.30557840
##  [332,] 1.76496179
##  [333,] 0.15884648
##  [334,] 0.69292016
##  [335,] 3.00753048
##  [336,] 3.42203984
##  [337,] 3.38358620
##  [338,] 0.27124348
##  [339,] 0.41224320
##  [340,] 3.27035920
##  [341,] 0.62281124
##  [342,] 0.52138952
##  [343,] 0.70045111
##  [344,] 2.43829522
##  [345,] 0.36304716
##  [346,] 0.46025210
##  [347,] 0.25979264
##  [348,] 1.09839654
##  [349,] 1.06052313
##  [350,] 1.44971782
##  [351,] 3.22990493
##  [352,] 0.19121898
##  [353,] 0.40732006
##  [354,] 0.50229679
##  [355,] 0.47635787
##  [356,] 0.42282039
##  [357,] 0.39379562
##  [358,] 0.20283091
##  [359,] 3.39063458
##  [360,] 0.93144911
##  [361,] 0.26275383
##  [362,] 0.86911828
##  [363,] 0.32710111
##  [364,] 0.69563479
##  [365,] 0.99597814
##  [366,] 0.50727986
##  [367,] 0.39786335
##  [368,] 2.23493107
##  [369,] 0.25854655
##  [370,] 3.43974129
##  [371,] 1.34390447
##  [372,] 0.63421079
##  [373,] 5.03820790
##  [374,] 0.42036000
##  [375,] 0.30988451
##  [376,] 0.59981686
##  [377,] 0.36154260
##  [378,] 0.23168392
##  [379,] 3.96216831
##  [380,] 1.46957140
##  [381,] 0.21613109
##  [382,] 0.25621187
##  [383,] 0.63432720
##  [384,] 0.26091693
##  [385,] 0.49648201
##  [386,] 0.42294263
##  [387,] 0.39428621
##  [388,] 0.39789671
##  [389,] 0.44057017
##  [390,] 0.90311770
##  [391,] 0.50224787
##  [392,] 0.27583147
##  [393,] 0.84176941
##  [394,] 0.57965963
##  [395,] 0.54460405
##  [396,] 0.44006779
##  [397,] 1.03078496
##  [398,] 0.37192374
##  [399,] 0.48580594
##  [400,] 0.26830087
##  [401,] 0.13905911
##  [402,] 0.41505814
##  [403,] 0.35568989
##  [404,] 0.44981721
##  [405,] 4.21643237
##  [406,] 0.35391063
##  [407,] 3.55397704
##  [408,] 3.31501125
##  [409,] 0.74397284
##  [410,] 1.34437540
##  [411,] 0.36990553
##  [412,] 0.25818667
##  [413,] 0.49333464
##  [414,] 3.11673584
##  [415,] 0.66943465
##  [416,] 1.54626431
##  [417,] 1.05882414
##  [418,] 0.16107052
##  [419,] 0.26317620
##  [420,] 1.41722726
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##  [429,] 2.45229899
##  [430,] 0.30784977
##  [431,] 0.62987999
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##  [435,] 1.28743656
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##  [439,] 0.23582745
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##  [441,] 0.29433985
##  [442,] 1.93061932
##  [443,] 0.40944007
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##  [445,] 0.36156429
##  [446,] 4.60568646
##  [447,] 0.19952099
##  [448,] 0.35444791
##  [449,] 2.22755651
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##  [484,] 0.50105763
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##  [506,] 4.11699799
##  [507,] 0.27744456
##  [508,] 0.08813981
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##  [514,] 1.11820499
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##  [516,] 0.77135144
##  [517,] 4.04136633
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##  [519,] 0.55811115
##  [520,] 0.56806754
##  [521,] 0.28064101
##  [522,] 0.45072009
##  [523,] 0.64546017
##  [524,] 1.18944852
##  [525,] 0.49486862
##  [526,] 3.26419933
##  [527,] 0.42816808
##  [528,] 0.60621111
##  [529,] 3.34345231
##  [530,] 1.61408997
##  [531,] 0.25827610
##  [532,] 0.22256757
##  [533,] 1.28592168
##  [534,] 0.39617282
##  [535,] 0.16384178
##  [536,] 0.63269749
##  [537,] 0.38619739
##  [538,] 0.92709952
##  [539,] 0.46237029
##  [540,] 1.10792752
##  [541,] 1.37104118
##  [542,] 1.23534013
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##  [545,] 0.23283281
##  [546,] 2.23680670
##  [547,] 0.76133641
##  [548,] 0.42977688
##  [549,] 0.33796287
##  [550,] 1.09897516
##  [551,] 0.48995122
##  [552,] 0.45056673
##  [553,] 2.99167614
##  [554,] 0.35773366
##  [555,] 0.28714363
##  [556,] 0.33967929
##  [557,] 1.04489960
##  [558,] 0.88550044
##  [559,] 0.10540265
##  [560,] 0.78027083
##  [561,] 0.38613027
##  [562,] 0.28443670
##  [563,] 0.25920948
##  [564,] 0.27688536
##  [565,] 0.22268201
##  [566,] 0.31199282
##  [567,] 0.87838043
##  [568,] 0.45298592
##  [569,] 0.24182797
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##  [573,] 0.29904288
##  [574,] 4.82718092
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##  [580,] 3.12563753
##  [581,] 1.08347415
##  [582,] 0.47304491
##  [583,] 0.36568014
##  [584,] 3.15232357
##  [585,] 0.46668816
##  [586,] 0.50069483
##  [587,] 3.81803167
##  [588,] 0.43873617
##  [589,] 0.66374113
##  [590,] 0.07608641
##  [591,] 0.33162335
##  [592,] 0.49298807
##  [593,] 0.44126316
##  [594,] 0.71814440
##  [595,] 0.89248856
##  [596,] 0.79941306
##  [597,] 1.13855903
##  [598,] 0.34436745
##  [599,] 0.28396887
##  [600,] 0.69146818
##  [601,] 0.42568440
##  [602,] 0.45397238
##  [603,] 2.01448727
##  [604,] 0.11516254
##  [605,] 1.63790559
##  [606,] 3.13364764
##  [607,] 0.54969166
##  [608,] 0.21453911
##  [609,] 3.19671830
##  [610,] 0.57950146
##  [611,] 0.44839235
##  [612,] 0.65495377
##  [613,] 0.41511429
##  [614,] 1.98139206
##  [615,] 1.05196513
##  [616,] 0.17221199
##  [617,] 0.58634154
##  [618,] 2.52992848
##  [619,] 0.48942890
##  [620,] 1.01454626
##  [621,] 0.14553143
##  [622,] 0.24004806
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##  [624,] 0.27333701
##  [625,] 0.90656513
##  [626,] 0.29123227
##  [627,] 0.50431563
##  [628,] 0.64296817
##  [629,] 3.13374208
##  [630,] 0.88848112
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##  [633,] 0.26472871
##  [634,] 1.41691438
##  [635,] 0.91433187
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##  [637,] 0.16342890
##  [638,] 0.29232845
##  [639,] 2.52329365
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##  [641,] 0.34342348
##  [642,] 0.15591233
##  [643,] 0.78271944
##  [644,] 0.58597098
##  [645,] 0.36131420
##  [646,] 0.17305238
##  [647,] 0.21160735
##  [648,] 0.95290745
##  [649,] 0.77228086
##  [650,] 0.25544273
##  [651,] 0.61616493
##  [652,] 0.83568183
##  [653,] 3.46671249
##  [654,] 0.41578520
##  [655,] 0.59344615
##  [656,] 3.35328659
##  [657,] 0.36129138
##  [658,] 2.89404162
##  [659,] 5.13871304
##  [660,] 1.30349484
##  [661,] 0.64814893
##  [662,] 0.77367175
##  [663,] 0.74495073
##  [664,] 0.15315732
##  [665,] 0.88684612
##  [666,] 0.25541352
##  [667,] 0.56511360
##  [668,] 0.50699354
##  [669,] 0.35780039
##  [670,] 0.53080387
##  [671,] 2.78990199
##  [672,] 0.41885562
##  [673,] 0.63169991
##  [674,] 3.45732514
##  [675,] 0.26447539
##  [676,] 0.27243746
##  [677,] 0.64686033
##  [678,] 0.30737297
##  [679,] 0.39863114
##  [680,] 0.58183721
##  [681,] 3.50139021
##  [682,] 0.32818400
##  [683,] 0.72571217
##  [684,] 3.29218747
##  [685,] 3.86396673
##  [686,] 0.23520920
##  [687,] 0.49872816
##  [688,] 0.54722749
##  [689,] 1.36212746
##  [690,] 0.35342417
##  [691,] 0.79288817
##  [692,] 0.32266479
##  [693,] 0.63192948
##  [694,] 0.40323109
##  [695,] 1.57777972
##  [696,] 0.34913171
##  [697,] 0.22722334
##  [698,] 0.22635126
##  [699,] 0.20783243
##  [700,] 1.21659135
##  [701,] 3.49201272
##  [702,] 0.49784019
##  [703,] 0.33229774
##  [704,] 0.28466435
##  [705,] 3.04490397
##  [706,] 0.48139637
##  [707,] 0.38221930
##  [708,] 0.66208324
##  [709,] 0.22125352
##  [710,] 1.04451903
##  [711,] 0.74013005
##  [712,] 0.32211968
##  [713,] 1.33372137
##  [714,] 0.74080647
##  [715,] 0.72330651
##  [716,] 0.23222891
##  [717,] 0.54603760
##  [718,] 0.35063583
##  [719,] 2.51720799
##  [720,] 0.65516110
##  [721,] 1.00617176
##  [722,] 0.48788029
##  [723,] 0.38724572
##  [724,] 0.64628941
##  [725,] 4.03506740
##  [726,] 0.45066454
##  [727,] 0.56352843
##  [728,] 0.29692956
##  [729,] 0.43702752
##  [730,] 0.50605951
##  [731,] 0.46098598
##  [732,] 0.88916926
##  [733,] 0.35026085
##  [734,] 1.04733878
##  [735,] 0.49026097
##  [736,] 2.10623848
##  [737,] 0.08034002
##  [738,] 0.83187482
##  [739,] 1.04143431
##  [740,] 0.94375561
##  [741,] 0.38166991
##  [742,] 0.41300161
##  [743,] 1.54267384
##  [744,] 0.75039971
##  [745,] 1.22106779
##  [746,] 0.42846192
##  [747,] 0.12977744
##  [748,] 0.32588477
##  [749,] 0.36834663
##  [750,] 0.22699749
##  [751,] 3.08317520
##  [752,] 0.29611322
##  [753,] 1.18155440
##  [754,] 0.60372325
##  [755,] 0.45167970
##  [756,] 5.53306427
##  [757,] 0.79636852
##  [758,] 1.15924326
##  [759,] 1.30720010
##  [760,] 0.26306827
##  [761,] 0.98001665
##  [762,] 0.86375257
##  [763,] 2.35463550
##  [764,] 3.48302247
##  [765,] 4.67956880
##  [766,] 0.25711340
##  [767,] 0.18664674
##  [768,] 0.50598666
##  [769,] 0.90168591
##  [770,] 1.89784991
##  [771,] 1.02481228
##  [772,] 0.76894277
##  [773,] 0.29610678
##  [774,] 0.43857437
##  [775,] 1.22493612
##  [776,] 3.44253807
##  [777,] 0.98305346
##  [778,] 1.53135974
##  [779,] 1.03596903
##  [780,] 0.47605283
##  [781,] 0.33672578
##  [782,] 3.52717486
##  [783,] 0.66504736
##  [784,] 0.47266182
##  [785,] 2.74717396
##  [786,] 1.40784405
##  [787,] 0.19650287
##  [788,] 0.63824853
##  [789,] 0.36122253
##  [790,] 0.47320557
##  [791,] 0.82943041
##  [792,] 1.46708384
##  [793,] 0.28510270
##  [794,] 0.36539143
##  [795,] 0.30799273
##  [796,] 0.34537521
##  [797,] 4.67779456
##  [798,] 2.24789744
##  [799,] 0.29755408
##  [800,] 0.66857673
##  [801,] 0.46432257
##  [802,] 0.18742686
##  [803,] 0.17589208
##  [804,] 2.47600110
##  [805,] 0.26004536
##  [806,] 0.22196294
##  [807,] 1.06019010
##  [808,] 0.83370818
##  [809,] 0.41868466
##  [810,] 0.73088577
##  [811,] 0.64528058
##  [812,] 3.09485375
##  [813,] 0.19711670
##  [814,] 0.43297631
##  [815,] 0.18410634
##  [816,] 0.32905870
##  [817,] 1.28621160
##  [818,] 0.21905795
##  [819,] 3.20992598
##  [820,] 3.54162022
##  [821,] 0.31329685
##  [822,] 0.30925641
##  [823,] 0.26346053
##  [824,] 0.26046035
##  [825,] 0.88159467
##  [826,] 1.20454461
##  [827,] 0.24425297
##  [828,] 1.02796329
##  [829,] 0.60732072
##  [830,] 0.70357565
##  [831,] 1.19511903
##  [832,] 0.94097345
##  [833,] 0.97429309
##  [834,] 0.28857916
##  [835,] 1.74228299
##  [836,] 0.19950045
##  [837,] 1.19415755
##  [838,] 0.32108699
##  [839,] 0.23597527
##  [840,] 0.46327846
##  [841,] 0.43490273
##  [842,] 3.99647588
##  [843,] 0.61281608
##  [844,] 0.17160109
##  [845,] 1.18779974
##  [846,] 1.02135127
##  [847,] 0.24213105
##  [848,] 0.32803768
##  [849,] 0.06537846
##  [850,] 1.38522882
##  [851,] 0.67422649
##  [852,] 3.57426445
##  [853,] 0.92493481
##  [854,] 3.50582814
##  [855,] 3.28178820
##  [856,] 0.38564313
##  [857,] 0.77817516
##  [858,] 1.17299135
##  [859,] 1.21635343
##  [860,] 1.89184430
##  [861,] 0.30657597
##  [862,] 0.43743206
##  [863,] 0.28153710
##  [864,] 0.65865970
##  [865,] 1.39122419
##  [866,] 2.41849439
##  [867,] 0.32602053
##  [868,] 0.28860622
##  [869,] 2.50398692
##  [870,] 0.12089683
##  [871,] 0.67691931
##  [872,] 0.45924722
##  [873,] 1.72870904
##  [874,] 0.52083009
##  [875,] 0.44607149
##  [876,] 0.54075863
##  [877,] 0.17281792
##  [878,] 0.10366118
##  [879,] 0.85927134
##  [880,] 0.72215553
##  [881,] 0.30774975
##  [882,] 4.33853372
##  [883,] 0.55290194
##  [884,] 0.74543091
##  [885,] 0.52565078
##  [886,] 0.27824866
##  [887,] 0.62548693
##  [888,] 3.45216071
##  [889,] 0.38433573
##  [890,] 0.47104402
##  [891,] 0.95920323
##  [892,] 0.58535701
##  [893,] 0.93716353
##  [894,] 0.41292152
##  [895,] 0.43101676
##  [896,] 0.38687377
##  [897,] 0.23031664
##  [898,] 0.52351179
##  [899,] 2.50862408
##  [900,] 0.49125983
##  [901,] 0.31063651
##  [902,] 1.01514161
##  [903,] 1.14126464
##  [904,] 0.64690759
##  [905,] 1.46658021
##  [906,] 0.34636611
##  [907,] 0.29174087
##  [908,] 0.39884817
##  [909,] 0.95588819
##  [910,] 0.50109372
##  [911,] 1.57610576
##  [912,] 0.26123763
##  [913,] 3.13554969
##  [914,] 0.59264107
##  [915,] 1.09206237
##  [916,] 1.86225914
##  [917,] 0.79340600
##  [918,] 1.19903183
##  [919,] 0.45691851
##  [920,] 0.28533640
##  [921,] 0.30139106
##  [922,] 0.68831773
##  [923,] 4.13318340
##  [924,] 0.32626522
##  [925,] 0.86335618
##  [926,] 0.42637060
##  [927,] 0.42741065
##  [928,] 3.00914619
##  [929,] 0.37601584
##  [930,] 2.04358887
##  [931,] 0.39733995
##  [932,] 0.47796249
##  [933,] 0.83620638
##  [934,] 0.35785673
##  [935,] 0.35142150
##  [936,] 0.96268701
##  [937,] 3.97532361
##  [938,] 0.42085213
##  [939,] 0.39895518
##  [940,] 2.71782026
##  [941,] 0.82758839
##  [942,] 0.17780399
##  [943,] 0.90695733
##  [944,] 0.29374937
##  [945,] 0.57660315
##  [946,] 1.54750327
##  [947,] 0.33156620
##  [948,] 2.38295994
##  [949,] 0.57777731
##  [950,] 0.65087364
##  [951,] 0.39520239
##  [952,] 2.39763271
##  [953,] 0.58185478
##  [954,] 0.55158167
##  [955,] 0.54434885
##  [956,] 0.82260219
##  [957,] 0.35062223
##  [958,] 1.52418383
##  [959,] 0.31227483
##  [960,] 0.26078352
##  [961,] 0.41267700
##  [962,] 1.53223510
##  [963,] 0.23656309
##  [964,] 0.59354831
##  [965,] 0.41807908
##  [966,] 0.43133642
##  [967,] 0.20327473
##  [968,] 0.34706814
##  [969,] 0.56013536
##  [970,] 0.45228870
##  [971,] 0.30096250
##  [972,] 3.22374612
##  [973,] 0.21503017
##  [974,] 0.80878666
##  [975,] 0.49827049
##  [976,] 0.18923923
##  [977,] 0.31767955
##  [978,] 0.52337465
##  [979,] 0.28003820
##  [980,] 0.53290521
##  [981,] 0.35606227
##  [982,] 0.10602332
##  [983,] 0.82685760
##  [984,] 1.27044535
##  [985,] 0.30795635
##  [986,] 0.18750367
##  [987,] 0.43239541
##  [988,] 0.92223239
##  [989,] 0.68085446
##  [990,] 0.24795417
##  [991,] 0.40303584
##  [992,] 0.49763245
##  [993,] 0.66289615
##  [994,] 0.27006410
##  [995,] 0.52440332
##  [996,] 0.46117067
##  [997,] 0.26360085
##  [998,] 3.65407865
##  [999,] 0.22739805
## 
## $model.matrix
##     (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1             1            0            1            0            0
## 2             1           -1           -1           -1           -1
## 3             1            1            0            0            0
## 4             1            1            0            0            0
## 5             1            1            0            0            0
## 6             1            1            0            0            0
## 7             1            0            1            0            0
## 8             1            1            0            0            0
## 9             1            1            0            0            0
## 10            1            0            1            0            0
## 11            1            1            0            0            0
## 12            1            1            0            0            0
## 13            1            1            0            0            0
## 14            1            1            0            0            0
## 15            1            1            0            0            0
## 16            1            1            0            0            0
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## 
## $terms
## se ~ demo$gender
## attr(,"variables")
## list(se, demo$gender)
## attr(,"factors")
##             demo$gender
## se                    0
## demo$gender           1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to gender.

Grade Motivation

Now, Grade Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$gender   4    0.0471 0.011778 0.52835 0.00684  0.344
## Residuals   307    6.8438 0.022292         0.99316       
## Total       311    6.8909                  1.00000       
## 
## $call
## adonis(formula = gm ~ demo$gender)
## 
## $coefficients
##                     gm1         gm2         gm3        gm4        gm5
## (Intercept)   4.2194492  4.39929213  4.59719441  4.2244044  3.7486706
## demo$gender1  0.4324845  0.17529351  0.02159012  0.4054299  0.1353073
## demo$gender2  0.2258633  0.02258287 -0.23000691  0.2677831  0.1107044
## demo$gender3 -0.2194492  0.60070787  0.40280559 -0.2244044  0.2513294
## demo$gender4 -0.2194492 -0.39929213 -0.59719441 -0.2244044 -0.7486706
## 
## $coef.sites
##                          1            2            3            4           5
## (Intercept)   0.0889160051  0.058630862  0.074812793  0.074812793  0.08302101
## demo$gender1 -0.0210419354  0.047519169 -0.011462063 -0.011462063 -0.01396659
## demo$gender2  0.0006400055  0.055117603  0.009476446  0.009476446  0.01021575
## demo$gender3 -0.0250862179 -0.035375048 -0.031334533 -0.031334533 -0.01635434
## demo$gender4  0.0474476312 -0.008630862  0.041466276  0.041466276  0.01221709
##                         6            7             8            9            10
## (Intercept)   0.099272294  0.067238271  0.0889160051  0.074812793  0.0889160051
## demo$gender1 -0.006273775  0.023040418 -0.0210419354 -0.011462063 -0.0210419354
## demo$gender2  0.006832361  0.036793303  0.0006400055  0.009476446  0.0006400055
## demo$gender3  0.011838817 -0.021783725 -0.0250862179 -0.031334533 -0.0250862179
## demo$gender4 -0.004034199  0.005932461  0.0474476312  0.041466276  0.0474476312
##                         11            12           13            14
## (Intercept)   0.0889160051  0.0889160051  0.074812793  0.0889160051
## demo$gender1 -0.0210419354 -0.0210419354 -0.011462063 -0.0210419354
## demo$gender2  0.0006400055  0.0006400055  0.009476446  0.0006400055
## demo$gender3 -0.0250862179 -0.0250862179 -0.031334533 -0.0250862179
## demo$gender4  0.0474476312  0.0474476312  0.041466276  0.0474476312
##                         15           16            17          18          19
## (Intercept)   0.0889160051  0.076926288  0.0889160051  0.06824799  0.08302101
## demo$gender1 -0.0210419354  0.051272669 -0.0210419354  0.05255555 -0.01396659
## demo$gender2  0.0006400055  0.056335463  0.0006400055  0.05453809  0.01021575
## demo$gender3 -0.0250862179 -0.003755556 -0.0250862179 -0.02062894 -0.01635434
## demo$gender4  0.0474476312 -0.076926288  0.0474476312 -0.04260696  0.01221709
##                       20            21            22           23           24
## (Intercept)   0.06691652  0.0889160051  0.0889160051  0.084692664  0.216234695
## demo$gender1  0.04617819 -0.0210419354 -0.0210419354  0.004056640  0.041790178
## demo$gender2  0.05692105  0.0006400055  0.0006400055  0.016174086  0.033176535
## demo$gender3 -0.01929747 -0.0250862179 -0.0250862179  0.006216427  0.005987527
## demo$gender4 -0.04127549  0.0474476312  0.0474476312 -0.011521932 -0.064719544
##                        25           26           27           28            29
## (Intercept)   0.074812793  0.608218399  0.107109536  0.092008712  0.0889160051
## demo$gender1 -0.011462063  0.007318649 -0.004259120  0.016327217 -0.0210419354
## demo$gender2  0.009476446 -0.011011031  0.014070563  0.025851655  0.0006400055
## demo$gender3 -0.031334533  0.021411231  0.009169534 -0.001099621 -0.0250862179
## demo$gender4  0.041466276 -0.024885066 -0.007109536 -0.018837981  0.0474476312
##                         30          31          32          33           34
## (Intercept)   0.0814613095  0.08302101  0.40426743  0.08302101  0.074812793
## demo$gender1  0.0009162443 -0.01396659  0.02553923 -0.01396659 -0.011462063
## demo$gender2  0.0170436870  0.01021575  0.01076538  0.01021575  0.009476446
## demo$gender3 -0.0379830487 -0.01635434  0.01508740 -0.01635434 -0.031334533
## demo$gender4  0.0348177602  0.01221709 -0.04712458  0.01221709  0.041466276
##                       35            36          37          38           39
## (Intercept)   0.08302101  0.0889160051  0.08302101  0.08302101  0.608218399
## demo$gender1 -0.01396659 -0.0210419354 -0.01396659 -0.01396659  0.007318649
## demo$gender2  0.01021575  0.0006400055  0.01021575  0.01021575 -0.011011031
## demo$gender3 -0.01635434 -0.0250862179 -0.01635434 -0.01635434  0.021411231
## demo$gender4  0.01221709  0.0474476312  0.01221709  0.01221709 -0.024885066
##                         40          41            42           43           44
## (Intercept)   0.0889160051  0.08302101  0.0889160051  0.074812793  0.074812793
## demo$gender1 -0.0210419354 -0.01396659 -0.0210419354 -0.011462063 -0.011462063
## demo$gender2  0.0006400055  0.01021575  0.0006400055  0.009476446  0.009476446
## demo$gender3 -0.0250862179 -0.01635434 -0.0250862179 -0.031334533 -0.031334533
## demo$gender4  0.0474476312  0.01221709  0.0474476312  0.041466276  0.041466276
##                         45           46          47          48          49
## (Intercept)   0.0889160051  0.184610532  0.08397837  0.36179909  0.08302101
## demo$gender1 -0.0210419354  0.042970733  0.04063682  0.02894136 -0.01396659
## demo$gender2  0.0006400055  0.037357947  0.04391181  0.01627239  0.01021575
## demo$gender3 -0.0250862179  0.004578657 -0.01421093  0.01320091 -0.01635434
## demo$gender4  0.0474476312 -0.066963473 -0.03397837 -0.05145427  0.01221709
##                        50          51           52            53           54
## (Intercept)   0.084269969  0.45113855  0.076926288  0.0889160051  0.551456496
## demo$gender1 -0.008009435  0.02059942  0.051272669 -0.0210419354  0.012012888
## demo$gender2  0.008005489  0.01046631  0.056335463  0.0006400055 -0.004627528
## demo$gender3 -0.017603302  0.01552811 -0.003755556 -0.0250862179  0.019972076
## demo$gender4  0.010968126 -0.04373115 -0.076926288  0.0474476312 -0.031456496
##                       55           56          57          58          59
## (Intercept)   0.08302101  0.083417349  0.07666928  0.08302101  0.08302101
## demo$gender1 -0.01396659 -0.002034285  0.01455829 -0.01396659 -0.01396659
## demo$gender2  0.01021575  0.018439068  0.02705684  0.01021575  0.01021575
## demo$gender3 -0.01635434  0.007491742 -0.03121474 -0.01635434 -0.01635434
## demo$gender4  0.01221709 -0.010246617 -0.00349855  0.01221709  0.01221709
##                       60            61           62           63           64
## (Intercept)   0.36409753  0.0889160051  0.084269969  0.102165226  0.074812793
## demo$gender1  0.02827163 -0.0210419354 -0.008009435  0.050116736 -0.011462063
## demo$gender2  0.02383744  0.0006400055  0.008005489  0.052428837  0.009476446
## demo$gender3  0.01090247 -0.0250862179 -0.017603302 -0.002165226 -0.031334533
## demo$gender4 -0.05375271  0.0474476312  0.010968126 -0.075138199  0.041466276
##                        65            66            67           68
## (Intercept)   0.084269969  0.0750532192  0.0889160051  0.084269969
## demo$gender1 -0.008009435  0.0002783361 -0.0210419354 -0.008009435
## demo$gender2  0.008005489  0.0175220142  0.0006400055  0.008005489
## demo$gender3 -0.017603302 -0.0083865525 -0.0250862179 -0.017603302
## demo$gender4  0.010968126  0.0201848760  0.0474476312  0.010968126
##                         69          70           71          72            73
## (Intercept)   0.0889160051  0.08302101  0.074812793  0.06828633  0.0889160051
## demo$gender1 -0.0210419354 -0.01396659 -0.011462063  0.03883335 -0.0210419354
## demo$gender2  0.0006400055  0.01021575  0.009476446  0.04515079  0.0006400055
## demo$gender3 -0.0250862179 -0.01635434 -0.031334533 -0.04503052 -0.0250862179
## demo$gender4  0.0474476312  0.01221709  0.041466276 -0.01828633  0.0474476312
##                       74            75            76          77          78
## (Intercept)   0.08302101  0.0889160051  0.0889160051  0.08302101  0.08302101
## demo$gender1 -0.01396659 -0.0210419354 -0.0210419354 -0.01396659 -0.01396659
## demo$gender2  0.01021575  0.0006400055  0.0006400055  0.01021575  0.01021575
## demo$gender3 -0.01635434 -0.0250862179 -0.0250862179 -0.01635434 -0.01635434
## demo$gender4  0.01221709  0.0474476312  0.0474476312  0.01221709  0.01221709
##                         79          80          81            82            83
## (Intercept)   0.1160877861  0.08302101  0.08302101  0.0995251116  0.0750532192
## demo$gender1 -0.0132205626 -0.01396659 -0.01396659  0.0124413899  0.0002783361
## demo$gender2  0.0023477084  0.01021575  0.01021575  0.0211284077  0.0175220142
## demo$gender3  0.0001912836 -0.01635434 -0.01635434 -0.0297576697 -0.0083865525
## demo$gender4 -0.0160877861  0.01221709  0.01221709  0.0004748884  0.0201848760
##                        84            85           86           87           88
## (Intercept)   0.075193537  0.0889160051  0.074812793  0.083417349  0.608218399
## demo$gender1  0.021857216 -0.0210419354 -0.011462063 -0.002034285  0.007318649
## demo$gender2  0.036336904  0.0006400055  0.009476446  0.018439068 -0.011011031
## demo$gender3 -0.005426095 -0.0250862179 -0.031334533  0.007491742  0.021411231
## demo$gender4 -0.025193537  0.0474476312  0.041466276 -0.010246617 -0.024885066
##                        89          90           91            92           93
## (Intercept)   0.074812793  0.11738939  0.074812793  0.0889160051  0.074812793
## demo$gender1 -0.011462063  0.04937152 -0.011462063 -0.0210419354 -0.011462063
## demo$gender2  0.009476446  0.04479249  0.009476446  0.0006400055  0.009476446
## demo$gender3 -0.031334533 -0.01738939 -0.031334533 -0.0250862179 -0.031334533
## demo$gender4  0.041466276 -0.03630831  0.041466276  0.0474476312  0.041466276
##                       94          95            96            97           98
## (Intercept)   0.06824799  0.13252960  0.0889160051  0.0889160051  0.551456496
## demo$gender1  0.05255555  0.03661893 -0.0210419354 -0.0210419354  0.012012888
## demo$gender2  0.05453809  0.03375551  0.0006400055  0.0006400055 -0.004627528
## demo$gender3 -0.02062894 -0.01057838 -0.0250862179 -0.0250862179  0.019972076
## demo$gender4 -0.04260696 -0.02726645  0.0474476312  0.0474476312 -0.031456496
##                        99           100           101          102          103
## (Intercept)   0.074812793  0.0814613095  0.0889160051  0.089492515  0.102213642
## demo$gender1 -0.011462063  0.0009162443 -0.0210419354 -0.009758468  0.049574988
## demo$gender2  0.009476446  0.0170436870  0.0006400055  0.008333756  0.053115835
## demo$gender3 -0.031334533 -0.0379830487 -0.0250862179 -0.002535994 -0.002213642
## demo$gender4  0.041466276  0.0348177602  0.0474476312  0.026786554 -0.075186615
##                       104          105         106          107         108
## (Intercept)   0.155440800  0.074812793  0.06824799  0.084692664  0.07666928
## demo$gender1  0.045343589 -0.011462063  0.05255555  0.004056640  0.01455829
## demo$gender2  0.042234653  0.009476446  0.05453809  0.016174086  0.02705684
## demo$gender3  0.002453937 -0.031334533 -0.02062894  0.006216427 -0.03121474
## demo$gender4 -0.069726514  0.041466276 -0.04260696 -0.011521932 -0.00349855
##                       109           110          111           112
## (Intercept)   0.074812793  0.0889160051  0.089492515  0.0889160051
## demo$gender1 -0.011462063 -0.0210419354 -0.009758468 -0.0210419354
## demo$gender2  0.009476446  0.0006400055  0.008333756  0.0006400055
## demo$gender3 -0.031334533 -0.0250862179 -0.002535994 -0.0250862179
## demo$gender4  0.041466276  0.0474476312  0.026786554  0.0474476312
##                        113           114           115         116          117
## (Intercept)   0.0814613095  0.0889160051  0.0889160051  0.08302101  0.091427232
## demo$gender1  0.0009162443 -0.0210419354 -0.0210419354 -0.01396659  0.003995047
## demo$gender2  0.0170436870  0.0006400055  0.0006400055  0.01021575  0.017472797
## demo$gender3 -0.0379830487 -0.0250862179 -0.0250862179 -0.01635434 -0.024760565
## demo$gender4  0.0348177602  0.0474476312  0.0474476312  0.01221709  0.003810863
##                      118         119          120           121           122
## (Intercept)   0.08302101  0.08302101  0.083417349  0.0889160051  0.0889160051
## demo$gender1 -0.01396659 -0.01396659 -0.002034285 -0.0210419354 -0.0210419354
## demo$gender2  0.01021575  0.01021575  0.018439068  0.0006400055  0.0006400055
## demo$gender3 -0.01635434 -0.01635434  0.007491742 -0.0250862179 -0.0250862179
## demo$gender4  0.01221709  0.01221709 -0.010246617  0.0474476312  0.0474476312
##                        123         124         125           126         127
## (Intercept)   0.0889160051  0.13140157  0.07666928  0.0889160051  0.08302101
## demo$gender1 -0.0210419354 -0.01864374  0.01455829 -0.0210419354 -0.01396659
## demo$gender2  0.0006400055  0.00371223  0.02705684  0.0006400055  0.01021575
## demo$gender3 -0.0250862179 -0.01512250 -0.03121474 -0.0250862179 -0.01635434
## demo$gender4  0.0474476312  0.01859843 -0.00349855  0.0474476312  0.01221709
##                      128           129          130           131         132
## (Intercept)   0.08523052  0.0889160051  0.074812793  0.0985045231  0.08302101
## demo$gender1  0.01249706 -0.0210419354 -0.011462063 -0.0178605866 -0.01396659
## demo$gender2  0.02818896  0.0006400055  0.009476446 -0.0009725465  0.01021575
## demo$gender3 -0.01546308 -0.0250862179 -0.031334533 -0.0115480014 -0.01635434
## demo$gender4 -0.03523052  0.0474476312  0.041466276  0.0177745466  0.01221709
##                       133          134         135         136           137
## (Intercept)   0.106183251  0.074812793  0.08302101  0.08302101  0.0750532192
## demo$gender1 -0.016388680 -0.011462063 -0.01396659 -0.01396659  0.0002783361
## demo$gender2  0.005799052  0.009476446  0.01021575  0.01021575  0.0175220142
## demo$gender3 -0.015274160 -0.031334533 -0.01635434 -0.01635434 -0.0083865525
## demo$gender4  0.015767969  0.041466276  0.01221709  0.01221709  0.0201848760
##                        138           139         140          141           142
## (Intercept)   0.0889160051  0.0889160051  0.08302101  0.074812793  0.0889160051
## demo$gender1 -0.0210419354 -0.0210419354 -0.01396659 -0.011462063 -0.0210419354
## demo$gender2  0.0006400055  0.0006400055  0.01021575  0.009476446  0.0006400055
## demo$gender3 -0.0250862179 -0.0250862179 -0.01635434 -0.031334533 -0.0250862179
## demo$gender4  0.0474476312  0.0474476312  0.01221709  0.041466276  0.0474476312
##                        143          144         145          146           147
## (Intercept)   0.0889160051  0.074812793  0.08302101  0.074812793  0.0889160051
## demo$gender1 -0.0210419354 -0.011462063 -0.01396659 -0.011462063 -0.0210419354
## demo$gender2  0.0006400055  0.009476446  0.01021575  0.009476446  0.0006400055
## demo$gender3 -0.0250862179 -0.031334533 -0.01635434 -0.031334533 -0.0250862179
## demo$gender4  0.0474476312  0.041466276  0.01221709  0.041466276  0.0474476312
##                      148          149          150          151           152
## (Intercept)   0.13579648  0.608218399  0.076926288  0.074812793  0.0889160051
## demo$gender1  0.02114757  0.007318649  0.051272669 -0.011462063 -0.0210419354
## demo$gender2  0.02695566 -0.011011031  0.056335463  0.009476446  0.0006400055
## demo$gender3  0.01420352  0.021411231 -0.003755556 -0.031334533 -0.0250862179
## demo$gender4 -0.05471540 -0.024885066 -0.076926288  0.041466276  0.0474476312
##                        153          154           155           156
## (Intercept)   0.0889160051  0.074812793  0.0889160051  0.0889160051
## demo$gender1 -0.0210419354 -0.011462063 -0.0210419354 -0.0210419354
## demo$gender2  0.0006400055  0.009476446  0.0006400055  0.0006400055
## demo$gender3 -0.0250862179 -0.031334533 -0.0250862179 -0.0250862179
## demo$gender4  0.0474476312  0.041466276  0.0474476312  0.0474476312
##                        157           158          159          160
## (Intercept)   0.0889160051  0.0889160051  0.101421758  0.159792662
## demo$gender1 -0.0210419354 -0.0210419354  0.049782419  0.034201230
## demo$gender2  0.0006400055  0.0006400055  0.050532752  0.031836494
## demo$gender3 -0.0250862179 -0.0250862179 -0.001421758 -0.009792662
## demo$gender4  0.0474476312  0.0474476312 -0.074394731 -0.024657527
##                        161           162         163          164           165
## (Intercept)   0.0889160051  0.0889160051  0.08302101  0.074812793  0.0889160051
## demo$gender1 -0.0210419354 -0.0210419354 -0.01396659 -0.011462063 -0.0210419354
## demo$gender2  0.0006400055  0.0006400055  0.01021575  0.009476446  0.0006400055
## demo$gender3 -0.0250862179 -0.0250862179 -0.01635434 -0.031334533 -0.0250862179
## demo$gender4  0.0474476312  0.0474476312  0.01221709  0.041466276  0.0474476312
##                       166          167           168           169          170
## (Intercept)   0.106183251  0.074812793  0.0889160051  0.0889160051  0.074812793
## demo$gender1 -0.016388680 -0.011462063 -0.0210419354 -0.0210419354 -0.011462063
## demo$gender2  0.005799052  0.009476446  0.0006400055  0.0006400055  0.009476446
## demo$gender3 -0.015274160 -0.031334533 -0.0250862179 -0.0250862179 -0.031334533
## demo$gender4  0.015767969  0.041466276  0.0474476312  0.0474476312  0.041466276
##                        171         172         173           174         175
## (Intercept)   0.0889160051  0.06828633  0.08302101  0.0889160051  0.08184587
## demo$gender1 -0.0210419354  0.03883335 -0.01396659 -0.0210419354  0.01292597
## demo$gender2  0.0006400055  0.04515079  0.01021575  0.0006400055  0.02525234
## demo$gender3 -0.0250862179 -0.04503052 -0.01635434 -0.0250862179 -0.01517921
## demo$gender4  0.0474476312 -0.01828633  0.01221709  0.0474476312  0.01339222
##                       176          177          178           179          180
## (Intercept)   0.074812793  0.500314878  0.101421758  0.0916358448  0.074812793
## demo$gender1 -0.011462063  0.016765330  0.049782419  0.0169855989 -0.011462063
## demo$gender2  0.009476446  0.005399462  0.050532752  0.0240746711  0.009476446
## demo$gender3 -0.031334533  0.016926502 -0.001421758 -0.0007267539 -0.031334533
## demo$gender4  0.041466276 -0.038776416 -0.074394731 -0.0184651131  0.041466276
##                      181         182          183         184           185
## (Intercept)   0.08302101  0.11771143  0.074812793  0.08302101  0.0889160051
## demo$gender1 -0.01396659  0.04865485 -0.011462063 -0.01396659 -0.0210419354
## demo$gender2  0.01021575  0.04647528  0.009476446  0.01021575  0.0006400055
## demo$gender3 -0.01635434 -0.01771143 -0.031334533 -0.01635434 -0.0250862179
## demo$gender4  0.01221709 -0.03663035  0.041466276  0.01221709  0.0474476312
##                       186         187         188           189           190
## (Intercept)   0.074812793  0.08302101  0.36240302  0.0889160051  0.0889160051
## demo$gender1 -0.011462063 -0.01396659  0.02967376 -0.0210419354 -0.0210419354
## demo$gender2  0.009476446  0.01021575  0.01735177  0.0006400055  0.0006400055
## demo$gender3 -0.031334533 -0.01635434  0.01259698 -0.0250862179 -0.0250862179
## demo$gender4  0.041466276  0.01221709 -0.05205820  0.0474476312  0.0474476312
##                      191           192           193           194          195
## (Intercept)   0.08302101  0.0889160051  0.0889160051  0.0889160051  0.074812793
## demo$gender1 -0.01396659 -0.0210419354 -0.0210419354 -0.0210419354 -0.011462063
## demo$gender2  0.01021575  0.0006400055  0.0006400055  0.0006400055  0.009476446
## demo$gender3 -0.01635434 -0.0250862179 -0.0250862179 -0.0250862179 -0.031334533
## demo$gender4  0.01221709  0.0474476312  0.0474476312  0.0474476312  0.041466276
##                        196          197         198           199           200
## (Intercept)   0.0889160051  0.074812793  0.08523052  0.0889160051  0.0889160051
## demo$gender1 -0.0210419354 -0.011462063  0.01249706 -0.0210419354 -0.0210419354
## demo$gender2  0.0006400055  0.009476446  0.02818896  0.0006400055  0.0006400055
## demo$gender3 -0.0250862179 -0.031334533 -0.01546308 -0.0250862179 -0.0250862179
## demo$gender4  0.0474476312  0.041466276 -0.03523052  0.0474476312  0.0474476312
##                        201         202          203           204          205
## (Intercept)   0.0814613095  0.08302101  0.074812793  0.0889160051  0.098518032
## demo$gender1  0.0009162443 -0.01396659 -0.011462063 -0.0210419354  0.007160507
## demo$gender2  0.0170436870  0.01021575  0.009476446  0.0006400055  0.023388051
## demo$gender3 -0.0379830487 -0.01635434 -0.031334533 -0.0250862179 -0.028750590
## demo$gender4  0.0348177602  0.01221709  0.041466276  0.0474476312  0.001481968
##                       206         207           208           209          210
## (Intercept)   0.608218399  0.05884202  0.0889160051  0.0889160051  0.058630862
## demo$gender1  0.007318649  0.03420045 -0.0210419354 -0.0210419354  0.047519169
## demo$gender2 -0.011011031  0.04589907  0.0006400055  0.0006400055  0.055117603
## demo$gender3  0.021411231 -0.05884202 -0.0250862179 -0.0250862179 -0.035375048
## demo$gender4 -0.024885066  0.01432871  0.0474476312  0.0474476312 -0.008630862
##                       211         212           213           214          215
## (Intercept)   0.074812793  0.08302101  0.0889160051  0.0889160051  0.075193537
## demo$gender1 -0.011462063 -0.01396659 -0.0210419354 -0.0210419354  0.021857216
## demo$gender2  0.009476446  0.01021575  0.0006400055  0.0006400055  0.036336904
## demo$gender3 -0.031334533 -0.01635434 -0.0250862179 -0.0250862179 -0.005426095
## demo$gender4  0.041466276  0.01221709  0.0474476312  0.0474476312 -0.025193537
##                        216           217           218          219
## (Intercept)   0.0814613095  0.0889160051  0.0889160051  0.074812793
## demo$gender1  0.0009162443 -0.0210419354 -0.0210419354 -0.011462063
## demo$gender2  0.0170436870  0.0006400055  0.0006400055  0.009476446
## demo$gender3 -0.0379830487 -0.0250862179 -0.0250862179 -0.031334533
## demo$gender4  0.0348177602  0.0474476312  0.0474476312  0.041466276
##                       220          221           222          223         224
## (Intercept)   0.074812793  0.085603455  0.0889160051  0.074812793  0.08302101
## demo$gender1 -0.011462063  0.025587082 -0.0210419354 -0.011462063 -0.01396659
## demo$gender2  0.009476446  0.037173429  0.0006400055  0.009476446  0.01021575
## demo$gender3 -0.031334533  0.009634641 -0.0250862179 -0.031334533 -0.01635434
## demo$gender4  0.041466276 -0.059962429  0.0474476312  0.041466276  0.01221709
##                       225           226           227           228
## (Intercept)   0.092848360  0.0889160051  0.0889160051  0.0889160051
## demo$gender1 -0.010516413 -0.0210419354 -0.0210419354 -0.0210419354
## demo$gender2  0.008702601  0.0006400055  0.0006400055  0.0006400055
## demo$gender3 -0.001939269 -0.0250862179 -0.0250862179 -0.0250862179
## demo$gender4 -0.019677628  0.0474476312  0.0474476312  0.0474476312
##                        229          230           231          232         233
## (Intercept)   0.0889160051  0.084269969  0.0814613095  0.074812793  0.08302101
## demo$gender1 -0.0210419354 -0.008009435  0.0009162443 -0.011462063 -0.01396659
## demo$gender2  0.0006400055  0.008005489  0.0170436870  0.009476446  0.01021575
## demo$gender3 -0.0250862179 -0.017603302 -0.0379830487 -0.031334533 -0.01635434
## demo$gender4  0.0474476312  0.010968126  0.0348177602  0.041466276  0.01221709
##                       234          235          236         237         238
## (Intercept)   0.155170374  0.608218399  0.076926288  0.06720816  0.06691652
## demo$gender1  0.045242276  0.007318649  0.051272669  0.01054716  0.04617819
## demo$gender2  0.041524688 -0.011011031  0.056335463  0.02816245  0.05692105
## demo$gender3  0.002724363  0.021411231 -0.003755556 -0.04498593 -0.01929747
## demo$gender4 -0.069456088 -0.024885066 -0.076926288  0.02802994 -0.04127549
##                       239          240         241          242           243
## (Intercept)   0.089492515  0.089492515  0.06824799  0.074812793  0.0889160051
## demo$gender1 -0.009758468 -0.009758468  0.05255555 -0.011462063 -0.0210419354
## demo$gender2  0.008333756  0.008333756  0.05453809  0.009476446  0.0006400055
## demo$gender3 -0.002535994 -0.002535994 -0.02062894 -0.031334533 -0.0250862179
## demo$gender4  0.026786554  0.026786554 -0.04260696  0.041466276  0.0474476312
##                        244          245         246           247           248
## (Intercept)   0.0889160051  0.074812793  0.08302101  0.0889160051  0.0750532192
## demo$gender1 -0.0210419354 -0.011462063 -0.01396659 -0.0210419354  0.0002783361
## demo$gender2  0.0006400055  0.009476446  0.01021575  0.0006400055  0.0175220142
## demo$gender3 -0.0250862179 -0.031334533 -0.01635434 -0.0250862179 -0.0083865525
## demo$gender4  0.0474476312  0.041466276  0.01221709  0.0474476312  0.0201848760
##                       249         250          251          252          253
## (Intercept)   0.076926288  0.08302101  0.076877839  0.145415393  0.085603455
## demo$gender1  0.051272669 -0.01396659  0.027413727 -0.023092484  0.025587082
## demo$gender2  0.056335463  0.01021575  0.035833299 -0.010547377  0.037173429
## demo$gender3 -0.003755556 -0.01635434 -0.007110397 -0.009051757  0.009634641
## demo$gender4 -0.076926288  0.01221709 -0.026877839  0.025316314 -0.059962429
##                        254          255         256           257           258
## (Intercept)   0.0889160051  0.076926288  0.06824799  0.0889160051  0.0889160051
## demo$gender1 -0.0210419354  0.051272669  0.05255555 -0.0210419354 -0.0210419354
## demo$gender2  0.0006400055  0.056335463  0.05453809  0.0006400055  0.0006400055
## demo$gender3 -0.0250862179 -0.003755556 -0.02062894 -0.0250862179 -0.0250862179
## demo$gender4  0.0474476312 -0.076926288 -0.04260696  0.0474476312  0.0474476312
##                       259          260         261         262          263
## (Intercept)   0.076926288  0.608218399  0.08302101  0.09195815  0.076496328
## demo$gender1  0.051272669  0.007318649 -0.01396659  0.05118283  0.028088067
## demo$gender2  0.056335463 -0.011011031  0.01021575  0.04888931  0.034014428
## demo$gender3 -0.003755556  0.021411231 -0.01635434 -0.01878742 -0.006728887
## demo$gender4 -0.076926288 -0.024885066  0.01221709 -0.03932657 -0.026496328
##                       264          265          266          267           268
## (Intercept)   0.608218399  0.500314878  0.074812793  0.099272294  0.0889160051
## demo$gender1  0.007318649  0.016765330 -0.011462063 -0.006273775 -0.0210419354
## demo$gender2 -0.011011031  0.005399462  0.009476446  0.006832361  0.0006400055
## demo$gender3  0.021411231  0.016926502 -0.031334533  0.011838817 -0.0250862179
## demo$gender4 -0.024885066 -0.038776416  0.041466276 -0.004034199  0.0474476312
##                      269           270         271         272         273
## (Intercept)   0.08302101  0.1274988064  0.08302101  0.11026984  0.08302101
## demo$gender1 -0.01396659  0.0474013789 -0.01396659  0.02325901 -0.01396659
## demo$gender2  0.01021575  0.0460711987  0.01021575  0.03296771  0.01021575
## demo$gender3 -0.01635434  0.0007063218 -0.01635434  0.01168138 -0.01635434
## demo$gender4  0.01221709 -0.0719432509  0.01221709 -0.05763826  0.01221709
##                      274         275         276           277         278
## (Intercept)   0.08302101  0.06824799  0.06684355  0.0750532192  0.08302101
## demo$gender1 -0.01396659  0.05255555  0.01119031  0.0002783361 -0.01396659
## demo$gender2  0.01021575  0.05453809  0.02642547  0.0175220142  0.01021575
## demo$gender3 -0.01635434 -0.02062894 -0.04462133 -0.0083865525 -0.01635434
## demo$gender4  0.01221709 -0.04260696  0.02839455  0.0201848760  0.01221709
##                      279          280           281           282           283
## (Intercept)   0.08302101  0.284821971  0.0889160051  0.0889160051  0.0889160051
## demo$gender1 -0.01396659  0.034220274 -0.0210419354 -0.0210419354 -0.0210419354
## demo$gender2  0.01021575  0.027594268  0.0006400055  0.0006400055  0.0006400055
## demo$gender3 -0.01635434  0.009295676 -0.0250862179 -0.0250862179 -0.0250862179
## demo$gender4  0.01221709 -0.059015520  0.0474476312  0.0474476312  0.0474476312
##                        284          285           286           287
## (Intercept)   0.0889160051  0.074812793  0.0889160051  0.0750532192
## demo$gender1 -0.0210419354 -0.011462063 -0.0210419354  0.0002783361
## demo$gender2  0.0006400055  0.009476446  0.0006400055  0.0175220142
## demo$gender3 -0.0250862179 -0.031334533 -0.0250862179 -0.0083865525
## demo$gender4  0.0474476312  0.041466276  0.0474476312  0.0201848760
##                        288          289          290           291          292
## (Intercept)   0.0889160051  0.066865403  0.066865403  0.0889160051  0.074812793
## demo$gender1 -0.0210419354  0.023698799  0.023698799 -0.0210419354 -0.011462063
## demo$gender2  0.0006400055  0.035016319  0.035016319  0.0006400055  0.009476446
## demo$gender3 -0.0250862179 -0.021410858 -0.021410858 -0.0250862179 -0.031334533
## demo$gender4  0.0474476312  0.006305328  0.006305328  0.0474476312  0.041466276
##                       293           294         295         296          297
## (Intercept)   0.135622124  0.0889160051  0.08302101  0.08302101  0.074812793
## demo$gender1  0.009474325 -0.0210419354 -0.01396659 -0.01396659 -0.011462063
## demo$gender2  0.020177668  0.0006400055  0.01021575  0.01021575  0.009476446
## demo$gender3 -0.013670904 -0.0250862179 -0.01635434 -0.01635434 -0.031334533
## demo$gender4 -0.030358966  0.0474476312  0.01221709  0.01221709  0.041466276
##                       298           299         300          301         302
## (Intercept)   0.608218399  0.0889160051  0.08302101  0.074812793  0.08302101
## demo$gender1  0.007318649 -0.0210419354 -0.01396659 -0.011462063 -0.01396659
## demo$gender2 -0.011011031  0.0006400055  0.01021575  0.009476446  0.01021575
## demo$gender3  0.021411231 -0.0250862179 -0.01635434 -0.031334533 -0.01635434
## demo$gender4 -0.024885066  0.0474476312  0.01221709  0.041466276  0.01221709
##                       303          304          305          306          307
## (Intercept)   0.106800837  0.250147184  0.074812793  0.084269969  0.074812793
## demo$gender1 -0.010557165  0.039086541 -0.011462063 -0.008009435 -0.011462063
## demo$gender2  0.001820296  0.031418037  0.009476446  0.008005489  0.009476446
## demo$gender3 -0.015891746  0.006995673 -0.031334533 -0.017603302 -0.031334533
## demo$gender4  0.015150382 -0.062647184  0.041466276  0.010968126  0.041466276
##                      308          309          310           311          312
## (Intercept)   0.13500460  0.125484070  0.608218399  0.0889160051  0.106183251
## demo$gender1  0.02135500  0.018598323  0.007318649 -0.0210419354 -0.016388680
## demo$gender2  0.02437258  0.030639511 -0.011011031  0.0006400055  0.005799052
## demo$gender3  0.01499540 -0.003532851  0.021411231 -0.0250862179 -0.015274160
## demo$gender4 -0.05392352 -0.020220913 -0.024885066  0.0474476312  0.015767969
## 
## $f.perms
##                [,1]
##    [1,]  0.96663764
##    [2,]  1.48927352
##    [3,]  0.70348260
##    [4,]  1.65000442
##    [5,]  0.23249107
##    [6,]  0.35397252
##    [7,]  0.16848607
##    [8,]  0.94433464
##    [9,]  4.94768021
##   [10,]  0.37083545
##   [11,]  0.21661753
##   [12,]  0.23431469
##   [13,]  0.21036465
##   [14,]  4.96161759
##   [15,]  0.44561191
##   [16,]  0.45563568
##   [17,]  0.01469791
##   [18,]  0.10197894
##   [19,]  0.85760934
##   [20,]  0.56602410
##   [21,]  0.54576792
##   [22,]  0.41824592
##   [23,]  0.32875581
##   [24,]  0.38134761
##   [25,]  0.17717587
##   [26,]  0.86652763
##   [27,]  0.59164466
##   [28,]  0.31750385
##   [29,]  0.13456529
##   [30,]  0.38522509
##   [31,]  2.05408175
##   [32,]  0.27024113
##   [33,]  1.69996439
##   [34,]  0.26981167
##   [35,]  4.44295874
##   [36,]  0.62398947
##   [37,]  0.37852446
##   [38,]  0.16077834
##   [39,]  1.00076069
##   [40,]  0.24727209
##   [41,]  4.41852162
##   [42,]  0.22458075
##   [43,]  0.17593468
##   [44,]  4.48479346
##   [45,]  0.55860944
##   [46,]  0.14220106
##   [47,]  0.36538512
##   [48,]  0.17463296
##   [49,]  0.65256685
##   [50,]  0.13731998
##   [51,]  2.06427717
##   [52,]  0.40805697
##   [53,]  0.15513547
##   [54,]  1.62508750
##   [55,]  0.15952758
##   [56,]  0.63615495
##   [57,]  4.55083847
##   [58,]  0.38587112
##   [59,]  3.93628930
##   [60,]  0.13514525
##   [61,]  1.58244141
##   [62,]  0.80488705
##   [63,]  0.11162222
##   [64,]  0.20198932
##   [65,]  0.26186112
##   [66,]  0.22725830
##   [67,]  0.20777452
##   [68,]  0.30188442
##   [69,]  0.34306032
##   [70,]  0.88120789
##   [71,]  0.52759335
##   [72,]  0.22516869
##   [73,]  0.30050690
##   [74,]  0.07918493
##   [75,]  0.20433012
##   [76,]  0.19178509
##   [77,]  0.27454276
##   [78,]  0.70926342
##   [79,]  4.55498763
##   [80,]  4.44891632
##   [81,]  0.19067212
##   [82,]  0.16361203
##   [83,]  0.21820897
##   [84,]  0.40147584
##   [85,]  0.35508771
##   [86,]  0.33068560
##   [87,]  0.28918932
##   [88,]  0.22119118
##   [89,]  0.30437170
##   [90,]  0.28474337
##   [91,]  0.29722215
##   [92,]  0.21513040
##   [93,]  0.12543759
##   [94,]  0.31667858
##   [95,]  0.10076224
##   [96,]  0.47127206
##   [97,]  0.26696239
##   [98,]  0.90605450
##   [99,]  0.13035234
##  [100,]  0.26769661
##  [101,]  0.55287888
##  [102,]  1.35471523
##  [103,]  1.33234338
##  [104,]  0.40031781
##  [105,]  0.21626635
##  [106,]  0.12892978
##  [107,]  0.18164411
##  [108,]  1.60775234
##  [109,]  0.24444999
##  [110,]  0.15602789
##  [111,]  0.84214846
##  [112,]  3.84922252
##  [113,]  0.39039210
##  [114,]  0.12521057
##  [115,]  0.71670894
##  [116,]  1.99555334
##  [117,]  0.28483970
##  [118,]  0.17873627
##  [119,]  4.43038395
##  [120,]  0.14676448
##  [121,]  0.05073573
##  [122,]  0.08782503
##  [123,]  1.08296425
##  [124,]  0.30274960
##  [125,]  0.17818854
##  [126,]  0.34818840
##  [127,]  0.51204435
##  [128,]  0.67806815
##  [129,]  0.16785528
##  [130,]  0.08301159
##  [131,]  0.22313300
##  [132,]  0.31669044
##  [133,]  0.36923588
##  [134,]  0.18780574
##  [135,]  0.23158766
##  [136,]  0.65556101
##  [137,]  2.57048360
##  [138,]  1.80486920
##  [139,]  0.19178477
##  [140,]  0.36708000
##  [141,]  0.32559736
##  [142,]  0.11552957
##  [143,]  3.05899479
##  [144,]  0.17993134
##  [145,]  0.08396495
##  [146,]  1.62714459
##  [147,]  0.89163176
##  [148,]  0.15941696
##  [149,]  3.01936397
##  [150,]  0.20492666
##  [151,]  0.70090544
##  [152,]  9.42577167
##  [153,]  0.18926126
##  [154,]  0.17242679
##  [155,]  2.22929379
##  [156,]  0.23132104
##  [157,]  0.14662025
##  [158,]  0.43797524
##  [159,]  0.45237556
##  [160,]  0.40101945
##  [161,]  0.58083647
##  [162,]  0.19883234
##  [163,]  0.26692897
##  [164,]  0.94777186
##  [165,]  0.13861627
##  [166,]  1.08110314
##  [167,]  0.11608946
##  [168,]  0.35642966
##  [169,]  3.64029644
##  [170,]  0.21047209
##  [171,]  0.27346297
##  [172,]  0.17682618
##  [173,]  4.66131336
##  [174,]  0.06977375
##  [175,]  1.02699002
##  [176,]  0.53220883
##  [177,]  0.19355810
##  [178,]  0.28001604
##  [179,]  0.19909486
##  [180,]  0.22295898
##  [181,]  0.17044327
##  [182,]  0.13836366
##  [183,]  0.17034922
##  [184,]  0.44469681
##  [185,]  4.42098090
##  [186,]  0.43642607
##  [187,]  0.30137128
##  [188,]  4.36384663
##  [189,]  0.32544119
##  [190,]  0.18123151
##  [191,]  0.53455344
##  [192,]  0.26763060
##  [193,]  0.30940191
##  [194,]  1.11544061
##  [195,]  0.25426684
##  [196,]  1.04736544
##  [197,]  0.21669468
##  [198,]  0.18321414
##  [199,]  0.20333660
##  [200,]  0.54219228
##  [201,]  0.18541157
##  [202,]  0.25956410
##  [203,]  0.12145790
##  [204,]  0.79353595
##  [205,]  3.01622387
##  [206,]  0.68275512
##  [207,]  1.12754917
##  [208,]  0.26007029
##  [209,]  0.17365654
##  [210,]  0.31750182
##  [211,]  4.53489951
##  [212,]  7.72361849
##  [213,]  0.14867600
##  [214,]  0.12543439
##  [215,]  0.49632531
##  [216,]  0.14564431
##  [217,]  0.85075531
##  [218,]  0.39055633
##  [219,]  0.15329658
##  [220,]  0.49225371
##  [221,]  1.43222086
##  [222,]  0.54665687
##  [223,]  0.36199127
##  [224,]  0.35271333
##  [225,]  0.15036978
##  [226,]  0.22275546
##  [227,]  0.13738675
##  [228,]  4.60978534
##  [229,]  0.44222346
##  [230,]  0.10794338
##  [231,]  0.36208767
##  [232,]  0.14467344
##  [233,]  0.32013173
##  [234,]  4.48288970
##  [235,]  0.18180241
##  [236,]  0.12530471
##  [237,]  0.21954542
##  [238,]  4.48564164
##  [239,]  0.63395955
##  [240,]  0.32046883
##  [241,]  2.08108818
##  [242,]  0.14212203
##  [243,]  0.34349603
##  [244,]  0.22900074
##  [245,]  1.77588169
##  [246,]  0.84443142
##  [247,]  0.53350833
##  [248,]  0.18482983
##  [249,]  0.13510824
##  [250,]  0.13213783
##  [251,]  0.94188470
##  [252,]  0.42179351
##  [253,]  1.58903148
##  [254,]  0.51052626
##  [255,]  0.15506110
##  [256,]  0.86029359
##  [257,]  0.91154353
##  [258,]  0.63814918
##  [259,]  0.13699043
##  [260,]  2.64599328
##  [261,]  0.40183984
##  [262,]  0.10428902
##  [263,]  0.97813860
##  [264,]  0.25805129
##  [265,]  3.04249989
##  [266,]  0.13876038
##  [267,]  0.25305342
##  [268,]  0.25404858
##  [269,]  1.64212610
##  [270,]  0.56410278
##  [271,]  0.18685601
##  [272,]  0.18347139
##  [273,]  0.07961470
##  [274,]  3.52483209
##  [275,]  0.17037335
##  [276,]  0.21797119
##  [277,]  0.37965545
##  [278,]  0.10377756
##  [279,]  0.20364214
##  [280,]  2.17088626
##  [281,]  0.23213949
##  [282,]  1.04091553
##  [283,]  0.16482862
##  [284,]  0.12724103
##  [285,]  0.20153981
##  [286,]  0.26286850
##  [287,]  0.38168037
##  [288,]  1.46837124
##  [289,]  0.20209902
##  [290,]  0.26061200
##  [291,]  0.17851773
##  [292,]  0.49848830
##  [293,]  0.32133256
##  [294,]  0.62180544
##  [295,]  1.02546632
##  [296,]  0.15454788
##  [297,]  0.59619575
##  [298,]  0.26908409
##  [299,]  0.15220848
##  [300,]  0.34930183
##  [301,]  0.60987402
##  [302,]  7.64110143
##  [303,]  0.28669867
##  [304,]  0.63366604
##  [305,]  0.29226345
##  [306,]  0.34651735
##  [307,]  0.33655635
##  [308,]  0.44240960
##  [309,]  4.49214847
##  [310,]  0.14038084
##  [311,]  0.45235681
##  [312,]  0.27092654
##  [313,]  0.18706477
##  [314,]  0.12087430
##  [315,]  4.62748907
##  [316,]  0.58596949
##  [317,]  0.36628148
##  [318,]  0.34067760
##  [319,]  1.15903429
##  [320,]  4.75596833
##  [321,]  0.28706578
##  [322,]  0.79647150
##  [323,]  0.26135114
##  [324,]  0.13305068
##  [325,]  0.22347499
##  [326,]  0.34776139
##  [327,]  0.44672780
##  [328,]  0.34937643
##  [329,]  5.22727495
##  [330,]  3.71169220
##  [331,]  4.39417269
##  [332,]  0.13833141
##  [333,]  0.09400448
##  [334,]  0.10888621
##  [335,]  4.56419362
##  [336,]  0.09339615
##  [337,]  7.13268136
##  [338,]  0.14010775
##  [339,]  2.13708170
##  [340,]  0.22084464
##  [341,]  0.21422249
##  [342,]  0.29341249
##  [343,]  0.41770968
##  [344,]  3.14989749
##  [345,]  0.29876593
##  [346,]  0.14105814
##  [347,]  0.15989470
##  [348,]  0.25003426
##  [349,]  0.65911744
##  [350,]  1.07548825
##  [351,]  0.23161215
##  [352,]  0.10415478
##  [353,]  0.38571215
##  [354,]  0.27684549
##  [355,]  0.27494303
##  [356,]  0.12220139
##  [357,]  0.16867263
##  [358,]  0.20431457
##  [359,]  0.21743128
##  [360,]  0.75235403
##  [361,]  0.16868317
##  [362,]  0.25123242
##  [363,]  0.34747614
##  [364,]  0.63983042
##  [365,]  0.23928417
##  [366,]  0.16728288
##  [367,]  0.08454345
##  [368,]  4.59895179
##  [369,]  0.21106530
##  [370,]  0.48648793
##  [371,]  3.84542687
##  [372,]  0.13851773
##  [373,]  4.50296277
##  [374,]  1.30812134
##  [375,]  0.27498489
##  [376,]  0.45990523
##  [377,]  0.51047673
##  [378,]  0.17914131
##  [379,]  4.93938775
##  [380,]  1.07266800
##  [381,]  0.24614473
##  [382,]  0.09740609
##  [383,]  0.14405413
##  [384,]  0.26989033
##  [385,]  0.31479620
##  [386,]  0.64836320
##  [387,]  0.29051113
##  [388,]  0.10409041
##  [389,]  0.19340802
##  [390,]  0.34048254
##  [391,]  0.98695291
##  [392,]  0.17808645
##  [393,]  0.11516528
##  [394,]  0.52453066
##  [395,]  0.81474438
##  [396,]  0.14678821
##  [397,]  0.20475279
##  [398,]  0.13646206
##  [399,]  0.18248453
##  [400,]  0.39206598
##  [401,]  0.18015677
##  [402,]  0.50385066
##  [403,]  0.18460098
##  [404,]  0.40858470
##  [405,]  5.57862788
##  [406,]  0.25693103
##  [407,]  4.58859060
##  [408,]  4.61869954
##  [409,]  0.16781703
##  [410,]  1.38358289
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##  [971,]  0.18773222
##  [972,]  4.38711276
##  [973,]  0.43066176
##  [974,]  0.45975717
##  [975,]  0.28396070
##  [976,]  0.45906221
##  [977,]  0.07823219
##  [978,]  0.11125567
##  [979,]  0.58224477
##  [980,]  0.23895100
##  [981,]  0.46033698
##  [982,]  0.25915464
##  [983,]  0.84934454
##  [984,]  0.70477580
##  [985,]  0.23712027
##  [986,]  0.29948282
##  [987,]  0.19809785
##  [988,]  0.20137341
##  [989,]  0.21619084
##  [990,]  0.30837641
##  [991,]  0.72932335
##  [992,]  0.26641009
##  [993,]  0.16372524
##  [994,]  0.13408773
##  [995,]  0.29802452
##  [996,]  0.34850082
##  [997,]  0.31621453
##  [998,]  4.63764628
##  [999,]  0.22862099
## 
## $model.matrix
##     (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1             1            0            1            0            0
## 2             1           -1           -1           -1           -1
## 3             1            1            0            0            0
## 4             1            1            0            0            0
## 5             1            1            0            0            0
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## 312           1            1            0            0            0
## 
## $terms
## gm ~ demo$gender
## attr(,"variables")
## list(gm, demo$gender)
## attr(,"factors")
##             demo$gender
## gm                    0
## demo$gender           1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to gender.

Competency in Science

Now, Competency in Science:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model     R2 Pr(>F)  
## demo$gender   4    0.3119 0.077984  2.3821 0.0301  0.051 .
## Residuals   307   10.0503 0.032737         0.9699         
## Total       311   10.3623                  1.0000         
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = sci_comp ~ demo$gender)
## 
## $coefficients
##               sci_comp1  sci_comp2   sci_comp3  sci_comp4 sci_competancy_ave
## (Intercept)   3.0407804  2.9773308  2.75568888  3.1877935          2.9903984
## demo$gender1 -0.1181285 -0.1375518 -0.03193198  0.1105490         -0.0442658
## demo$gender2  0.2404696  0.0695442  0.29899862  0.4528315          0.2654610
## demo$gender3 -1.0407804 -0.9773308 -1.75568888 -2.1877935         -1.4903984
## demo$gender4  0.9592196  1.0226692  1.24431112  1.8122065          1.2596016
## 
## $coef.sites
##                         1            2            3           4           5
## (Intercept)   0.199905645  0.165868644  0.206354756  0.33412119  0.23787601
## demo$gender1 -0.005803689  0.001185314 -0.005207516  0.01558474 -0.01164261
## demo$gender2 -0.029715108 -0.009326509 -0.014808674  0.04185129  0.02241351
## demo$gender3  0.200094355  0.167464689  0.126978577 -0.20078785 -0.09501887
## demo$gender4 -0.103131451  0.006545149 -0.033940963  0.14413968  0.12212399
##                         6           7            8            9            10
## (Intercept)   0.182474030  0.27134203  0.215496088  0.270116040  0.1826725095
## demo$gender1 -0.009327556 -0.01484930  0.003432069 -0.011707371 -0.0033753913
## demo$gender2 -0.015664149  0.01173253 -0.033134279  0.004912634 -0.0004887025
## demo$gender3  0.150859304 -0.01419917  0.239049366 -0.012973183  0.1114451376
## demo$gender4 -0.010060236  0.08865797 -0.136708210  0.089883960  0.0316132048
##                        11            12           13           14          15
## (Intercept)   0.202707846  0.3276525440  0.194410223  0.194410223  0.19483506
## demo$gender1 -0.011193809 -0.0003716051 -0.001576921 -0.001576921 -0.01303933
## demo$gender2 -0.002129491  0.0384017008 -0.042898037 -0.042898037 -0.03769122
## demo$gender3  0.091409801 -0.1943192106  0.260135231  0.260135231  0.20516494
## demo$gender4  0.011577868  0.1506083256 -0.164107193 -0.164107193 -0.09806087
##                        16           17           18           19           20
## (Intercept)   0.241665101  0.455447309  0.177102065  0.197266241  0.182474030
## demo$gender1 -0.002389192  0.002463916 -0.006112554  0.002910523 -0.009327556
## demo$gender2 -0.046901220  0.044830392 -0.036278523 -0.038817429 -0.015664149
## demo$gender3  0.258334899 -0.255447309  0.222897935  0.257279214  0.150859304
## demo$gender4 -0.167379387  0.163600310 -0.080327871 -0.166963210 -0.010060236
##                        21          22            23           24          25
## (Intercept)   0.210687014  0.18731262  0.1737113214  0.185596648  0.19800010
## demo$gender1  0.002984456 -0.01106451  0.0009619017 -0.005516838 -0.01783501
## demo$gender2 -0.010003873 -0.03275203 -0.0215823234 -0.039875757 -0.02724515
## demo$gender3  0.122646319  0.18110844  0.1947097312  0.242974780  0.13533323
## demo$gender4 -0.038273221 -0.05397928 -0.0403779881 -0.123096648 -0.02558631
##                        26           27           28           29          30
## (Intercept)   0.275029616  0.179125709  0.197706937  0.197266241  0.21315587
## demo$gender1  0.002457508 -0.003675607 -0.011653367  0.002910523 -0.02533999
## demo$gender2 -0.046911280 -0.032644535  0.004605828 -0.038817429 -0.00808803
## demo$gender3  0.263431923  0.220874291  0.052293063  0.257279214  0.03684413
## demo$gender4 -0.193948535 -0.082351516  0.061552322 -0.166963210  0.04610339
##                       31           32           33           34          35
## (Intercept)   0.19433205  0.194410223  0.235121828  0.204792951  0.24534500
## demo$gender1 -0.02085671 -0.001576921 -0.005803007  0.005949704 -0.02647541
## demo$gender2 -0.01759398 -0.042898037 -0.016800857 -0.026806582 -0.02261929
## demo$gender3  0.09978560  0.260135231  0.187100394  0.195207049  0.14289029
## demo$gender4  0.01995366 -0.164107193 -0.062708035 -0.108018758 -0.03105929
##                       36          37           38           39           40
## (Intercept)   0.22082594  0.22954352  0.194410223  0.191397958  0.194410223
## demo$gender1 -0.00814691 -0.00405925 -0.001576921  0.004097265 -0.001576921
## demo$gender2 -0.04081707 -0.04064353 -0.042898037 -0.032085930 -0.042898037
## demo$gender3  0.20774549  0.22500194  0.260135231  0.237173470  0.260135231
## demo$gender4 -0.10832594 -0.15075564 -0.164107193 -0.128897958 -0.164107193
##                        41           42           43          44           45
## (Intercept)   0.253565863  0.253103255  0.202620707  0.26004351  0.251058372
## demo$gender1  0.003507087  0.004030276 -0.002033381 -0.03556814 -0.008340861
## demo$gender2 -0.044171504 -0.046082519 -0.025340231 -0.01770793  0.004299859
## demo$gender3  0.266434137  0.266896745  0.197379293  0.04662316  0.055608295
## demo$gender4 -0.198010308 -0.197547699 -0.105846513  0.04764880  0.056633936
##                        46          47           48           49            50
## (Intercept)   0.165868644  0.27203651  0.195005996  0.165868644  0.1826725095
## demo$gender1  0.001185314 -0.01855878 -0.013956853  0.001185314 -0.0033753913
## demo$gender2 -0.009326509 -0.01095460 -0.001193508 -0.009326509 -0.0004887025
## demo$gender3  0.167464689  0.07796349  0.054994004  0.167464689  0.1114451376
## demo$gender4  0.006545149 -0.01277725  0.064253263  0.006545149  0.0316132048
##                        51          52            53           54          55
## (Intercept)   0.253103255  0.21315587  0.1826725095  0.246107249  0.19745218
## demo$gender1  0.004030276 -0.02533999 -0.0033753913  0.003931234 -0.01645995
## demo$gender2 -0.046082519 -0.00808803 -0.0004887025 -0.039895203 -0.01263036
## demo$gender3  0.266896745  0.03684413  0.1114451376  0.253892751  0.09666547
## demo$gender4 -0.197547699  0.04610339  0.0316132048 -0.171821534  0.01683354
##                        56          57           58           59           60
## (Intercept)   0.198289733  0.19433205  0.186443892  0.177102065  0.277783984
## demo$gender1 -0.009302814 -0.02085671 -0.002254581 -0.006112554 -0.008567228
## demo$gender2  0.004003662 -0.01759398 -0.040596282 -0.036278523 -0.012775741
## demo$gender3  0.051710267  0.09978560  0.242127536  0.222897935  0.110451310
## demo$gender4  0.060969526  0.01995366 -0.123943892 -0.080327871 -0.063498270
##                        61            62           63          64           65
## (Intercept)   0.198083214  0.1737113214  0.180109073  0.26004351  0.216233909
## demo$gender1  0.006060271  0.0009619017 -0.005528612 -0.03556814 -0.010476414
## demo$gender2 -0.039516255 -0.0215823234 -0.006025791 -0.01770793  0.008628691
## demo$gender3  0.256462240  0.1947097312  0.114008574  0.04662316 -0.016233909
## demo$gender4 -0.167780184 -0.0403779881  0.034176641  0.04764880  0.091458398
##                        66           67           68            69           70
## (Intercept)   0.248735407  0.275029616  0.186443892  0.1737113214  0.239241866
## demo$gender1 -0.019946985  0.002457508 -0.002254581  0.0009619017 -0.015296540
## demo$gender2 -0.006742418 -0.046911280 -0.040596282 -0.0215823234  0.006282212
## demo$gender3  0.101264593  0.263431923  0.242127536  0.1947097312 -0.039241866
## demo$gender4  0.010523853 -0.193948535 -0.123943892 -0.0403779881  0.068450441
##                        71           72           73          74           75
## (Intercept)   0.199573770  0.194410223  0.186443892  0.23787601  0.275029616
## demo$gender1 -0.006832071 -0.001576921 -0.002254581 -0.01164261  0.002457508
## demo$gender2 -0.029682352 -0.042898037 -0.040596282  0.02241351 -0.046911280
## demo$gender3  0.200426230  0.260135231  0.242127536 -0.09501887  0.263431923
## demo$gender4 -0.102799576 -0.164107193 -0.123943892  0.12212399 -0.193948535
##                        76            77            78           79           80
## (Intercept)   0.186443892  0.2012762019  0.2175129296  0.169551857  0.202620707
## demo$gender1 -0.002254581 -0.0004463913 -0.0006259839 -0.006897254 -0.002033381
## demo$gender2 -0.040596282 -0.0309607351 -0.0445687134 -0.026201561 -0.025340231
## demo$gender3  0.242127536  0.1987237981  0.2607479399  0.198869195  0.197379293
## demo$gender4 -0.123943892 -0.1045020083 -0.1704541061 -0.036218524 -0.105846513
##                        81           82          83           84          85
## (Intercept)   0.211022823  0.194410223  0.20345710  0.211448279  0.18680172
## demo$gender1  0.001654367 -0.001576921 -0.01003398 -0.003422526 -0.01312092
## demo$gender2 -0.030027696 -0.042898037 -0.01867518 -0.038423114 -0.03222830
## demo$gender3  0.217548605  0.260135231  0.12987623  0.243097176  0.18161933
## demo$gender4 -0.148522823 -0.164107193 -0.03104331 -0.132660400 -0.05346839
##                       86           87          88           89           90
## (Intercept)   0.18799102  0.297585383  0.18754554  0.197706937  0.212549628
## demo$gender1 -0.01409789 -0.004238267 -0.00317193 -0.011653367 -0.005247763
## demo$gender2 -0.02768344  0.017169853 -0.03637398  0.004605828 -0.026857738
## demo$gender3  0.18043003 -0.097585383  0.24102588  0.052293063  0.155871424
## demo$gender4 -0.05465769  0.119081284 -0.12504554  0.061552322 -0.079216295
##                        91          92          93           94           95
## (Intercept)   0.169551857  0.23040902  0.33223642  0.222097051  0.205116155
## demo$gender1 -0.006897254 -0.01560714  0.01030153  0.005900737 -0.004197735
## demo$gender2 -0.026201561 -0.04713071  0.02237265 -0.037343070 -0.019534260
## demo$gender3  0.198869195  0.22222256 -0.13223642  0.256163818  0.128217178
## demo$gender4 -0.036218524 -0.09707569  0.08443025 -0.175038228 -0.032702362
##                        96           97           98           99          100
## (Intercept)   0.455447309  0.179125709  0.205742779  0.243610331  0.219699596
## demo$gender1  0.002463916 -0.003675607  0.007305077  0.002541882 -0.005533434
## demo$gender2  0.044830392 -0.032644535 -0.040751401  0.025431967  0.014082772
## demo$gender3 -0.255447309  0.220874291  0.272518090 -0.100753188 -0.019699596
## demo$gender4  0.163600310 -0.082351516 -0.205742779  0.116389669  0.087992711
##                       101          102         103          104          105
## (Intercept)   0.199252557  0.185596648  0.21315587  0.186443892  0.253103255
## demo$gender1 -0.002883338 -0.005516838 -0.02533999 -0.002254581  0.004030276
## demo$gender2 -0.034594723 -0.039875757 -0.00808803 -0.040596282 -0.046082519
## demo$gender3  0.200747443  0.242974780  0.03684413  0.242127536  0.266896745
## demo$gender4 -0.102478363 -0.123096648  0.04610339 -0.123943892 -0.197547699
##                       106         107          108         109          110
## (Intercept)   0.325522745  0.18799102  0.197706937  0.21315587  0.209819137
## demo$gender1 -0.002595164 -0.01409789 -0.011653367 -0.02533999 -0.009780533
## demo$gender2  0.034235864 -0.02768344  0.004605828 -0.00808803 -0.030516443
## demo$gender3 -0.192189412  0.18043003  0.052293063  0.03684413  0.158601916
## demo$gender4  0.152738124 -0.05465769  0.061552322  0.04610339 -0.076485804
##                       111          112          113           114         115
## (Intercept)   0.214134360  0.230551047  0.194410223  0.1826725095  0.29409581
## demo$gender1  0.001487419  0.005176547 -0.001576921 -0.0033753913 -0.01740068
## demo$gender2 -0.035274815 -0.042094835 -0.042898037 -0.0004887025  0.01986355
## demo$gender3  0.240411094  0.269448953  0.260135231  0.1114451376 -0.09409581
## demo$gender4 -0.135346481 -0.201979618 -0.164107193  0.0316132048  0.12257086
##                        116          117          118          119         120
## (Intercept)   0.2589542922  0.202620707  0.292552280  0.455447309  0.21315587
## demo$gender1 -0.0005729373 -0.002033381 -0.022420350  0.002463916 -0.02533999
## demo$gender2 -0.0225641862 -0.025340231  0.002934332  0.044830392 -0.00808803
## demo$gender3  0.1410457078  0.197379293 -0.035409423 -0.255447309  0.03684413
## demo$gender4 -0.0589542922 -0.105846513  0.067447720  0.163600310  0.04610339
##                       121          122          123         124          125
## (Intercept)   0.455447309  0.248525572  0.455447309  0.21477894  0.195005996
## demo$gender1  0.002463916  0.007201614  0.002463916 -0.01686479 -0.013956853
## demo$gender2  0.044830392  0.035517960  0.044830392  0.01065215 -0.001193508
## demo$gender3 -0.255447309 -0.105668429 -0.255447309 -0.01477894  0.054994004
## demo$gender4  0.163600310  0.111474428  0.163600310  0.09291337  0.064253263
##                       126         127          128          129          130
## (Intercept)   0.194410223  0.21908814  0.325522745  0.230075903  0.205742779
## demo$gender1 -0.001576921 -0.00800179 -0.002595164  0.005715762  0.007305077
## demo$gender2 -0.042898037  0.01471676  0.034235864 -0.044059483 -0.040751401
## demo$gender3  0.260135231 -0.01908814 -0.192189412  0.269924097  0.272518090
## demo$gender4 -0.164107193  0.08860417  0.152738124 -0.201504474 -0.205742779
##                       131          132         133          134          135
## (Intercept)   0.192058378  0.165868644  0.18731262  0.184024233  0.179125709
## demo$gender1 -0.005613278  0.001185314 -0.01106451  0.002494467 -0.003675607
## demo$gender2 -0.023965972 -0.009326509 -0.03275203 -0.002303391 -0.032644535
## demo$gender3  0.176362674  0.167464689  0.18110844  0.110093414  0.220874291
## demo$gender4 -0.058725045  0.006545149 -0.05397928  0.030261481 -0.082351516
##                       136          137          138          139          140
## (Intercept)   0.177102065  0.455447309  0.180109073  0.198289733  0.194410223
## demo$gender1 -0.006112554  0.002463916 -0.005528612 -0.009302814 -0.001576921
## demo$gender2 -0.036278523  0.044830392 -0.006025791  0.004003662 -0.042898037
## demo$gender3  0.222897935 -0.255447309  0.114008574  0.051710267  0.260135231
## demo$gender4 -0.080327871  0.163600310  0.034176641  0.060969526 -0.164107193
##                       141          142          143         144          145
## (Intercept)   0.165868644  0.177102065  0.215496088  0.19433205  0.195005996
## demo$gender1  0.001185314 -0.006112554  0.003432069 -0.02085671 -0.013956853
## demo$gender2 -0.009326509 -0.036278523 -0.033134279 -0.01759398 -0.001193508
## demo$gender3  0.167464689  0.222897935  0.239049366  0.09978560  0.054994004
## demo$gender4  0.006545149 -0.080327871 -0.136708210  0.01995366  0.064253263
##                        146          147          148          149         150
## (Intercept)   0.1737113214  0.177102065  0.455447309  0.217677978  0.40119381
## demo$gender1  0.0009619017 -0.006112554  0.002463916 -0.001036582 -0.01427670
## demo$gender2 -0.0215823234 -0.036278523  0.044830392 -0.043662970  0.02427524
## demo$gender3  0.1947097312  0.222897935 -0.255447309  0.260582891 -0.16483017
## demo$gender4 -0.0403779881 -0.080327871  0.163600310 -0.170619155  0.14426074
##                      151          152         153           154         155
## (Intercept)   0.17824585  0.455447309  0.33412119  0.2023924058  0.18939229
## demo$gender1 -0.00705877  0.002463916  0.01558474 -0.0008807613  0.00238325
## demo$gender2 -0.03190094  0.044830392  0.04185129  0.0078896284 -0.03638892
## demo$gender3  0.22175415 -0.255447309 -0.20078785  0.0476075942  0.23917914
## demo$gender4 -0.08147166  0.163600310  0.14413968  0.0568668535 -0.12689229
##                       156          157          158          159         160
## (Intercept)   0.455447309  0.455447309  0.275029616  0.194410223  0.18799102
## demo$gender1  0.002463916  0.002463916  0.002457508 -0.001576921 -0.01409789
## demo$gender2  0.044830392  0.044830392 -0.046911280 -0.042898037 -0.02768344
## demo$gender3 -0.255447309 -0.255447309  0.263431923  0.260135231  0.18043003
## demo$gender4  0.163600310  0.163600310 -0.193948535 -0.164107193 -0.05465769
##                      161          162         163         164          165
## (Intercept)   0.21477894  0.177102065  0.22077054  0.33412119  0.230236337
## demo$gender1 -0.01686479 -0.006112554  0.00316430  0.01558474  0.005316415
## demo$gender2  0.01065215 -0.036278523 -0.03858616  0.04185129 -0.043178834
## demo$gender3 -0.01477894  0.222897935  0.25749033 -0.20078785  0.269763663
## demo$gender4  0.09291337 -0.080327871 -0.17371172  0.14413968 -0.201664908
##                       166           167         168          169          170
## (Intercept)   0.199145735  0.2077906090  0.21315587  0.219282858  0.191397958
## demo$gender1  0.005170078  0.0008708324 -0.02533999 -0.010270224  0.004097265
## demo$gender2 -0.035438499 -0.0389408045 -0.00808803 -0.004776826 -0.032085930
## demo$gender3  0.255399719  0.2207808196  0.03684413  0.030717142  0.237173470
## demo$gender4 -0.168842705 -0.1452906090  0.04610339  0.039976402 -0.128897958
##                       171          172          173          174         175
## (Intercept)   0.216233909  0.185596648  0.216233909  0.179125709  0.23040902
## demo$gender1 -0.010476414 -0.005516838 -0.010476414 -0.003675607 -0.01560714
## demo$gender2  0.008628691 -0.039875757  0.008628691 -0.032644535 -0.04713071
## demo$gender3 -0.016233909  0.242974780 -0.016233909  0.220874291  0.22222256
## demo$gender4  0.091458398 -0.123096648  0.091458398 -0.082351516 -0.09707569
##                       176          177          178          179          180
## (Intercept)   0.184269514  0.169551857  0.204792951  0.194410223  0.195005996
## demo$gender1  0.002930743 -0.006897254  0.005949704 -0.001576921 -0.013956853
## demo$gender2 -0.023819471 -0.026201561 -0.026806582 -0.042898037 -0.001193508
## demo$gender3  0.215730486  0.198869195  0.195207049  0.260135231  0.054994004
## demo$gender4 -0.087495321 -0.036218524 -0.108018758 -0.164107193  0.064253263
##                       181          182          183           184         185
## (Intercept)   0.216233909  0.189349648  0.194410223  0.1826725095  0.20345710
## demo$gender1 -0.010476414  0.003494638 -0.001576921 -0.0033753913 -0.01003398
## demo$gender2  0.008628691 -0.007859487 -0.042898037 -0.0004887025 -0.01867518
## demo$gender3 -0.016233909  0.143983686  0.260135231  0.1114451376  0.12987623
## demo$gender4  0.091458398 -0.016935855 -0.164107193  0.0316132048 -0.03104331
##                       186         187          188         189          190
## (Intercept)   0.191743877  0.23787601  0.264381722  0.19885221  0.198083214
## demo$gender1 -0.006625963 -0.01164261 -0.025891867 -0.01230214  0.006060271
## demo$gender2 -0.023896791  0.02241351  0.001894175 -0.01258808 -0.039516255
## demo$gender3  0.176677175 -0.09501887 -0.007238864  0.09526544  0.256462240
## demo$gender4 -0.058410544  0.12212399  0.095618278  0.01543351 -0.167780184
##                       191          192          193          194          195
## (Intercept)   0.455447309  0.194410223  0.230075903  0.230236337  0.219282858
## demo$gender1  0.002463916 -0.001576921  0.005715762  0.005316415 -0.010270224
## demo$gender2  0.044830392 -0.042898037 -0.044059483 -0.043178834 -0.004776826
## demo$gender3 -0.255447309  0.260135231  0.269924097  0.269763663  0.030717142
## demo$gender4  0.163600310 -0.164107193 -0.201504474 -0.201664908  0.039976402
##                       196          197          198          199          200
## (Intercept)   0.194410223  0.195005996  0.216233909  0.205742779  0.197266241
## demo$gender1 -0.001576921 -0.013956853 -0.010476414  0.007305077  0.002910523
## demo$gender2 -0.042898037 -0.001193508  0.008628691 -0.040751401 -0.038817429
## demo$gender3  0.260135231  0.054994004 -0.016233909  0.272518090  0.257279214
## demo$gender4 -0.164107193  0.064253263  0.091458398 -0.205742779 -0.166963210
##                       201         202         203         204         205
## (Intercept)   0.455447309  0.17824585  0.40346933  0.17824585  0.23781228
## demo$gender1  0.002463916 -0.00705877 -0.01191503 -0.00705877 -0.03154779
## demo$gender2  0.044830392 -0.03190094  0.02874013 -0.03190094 -0.02791098
## demo$gender3 -0.255447309  0.22175415 -0.16710569  0.22175415  0.11218772
## demo$gender4  0.163600310 -0.08147166  0.14198522 -0.08147166  0.02144698
##                       206         207           208         209          210
## (Intercept)   0.275029616  0.30166753  0.1935764706  0.18754554  0.199573770
## demo$gender1  0.002457508  0.02509518 -0.0006688649 -0.00317193 -0.006832071
## demo$gender2 -0.046911280  0.06831321 -0.0243561093 -0.03637398 -0.029682352
## demo$gender3  0.263431923 -0.30166753  0.1748445820  0.24102588  0.200426230
## demo$gender4 -0.193948535  0.17659334 -0.0602431373 -0.12504554 -0.102799576
##                       211         212          213          214          215
## (Intercept)   0.184366909  0.19800010  0.325522745  0.221097703  0.199573770
## demo$gender1 -0.003155917 -0.01783501 -0.002595164 -0.011066965 -0.006832071
## demo$gender2 -0.016157150 -0.02724515  0.034235864 -0.016651984 -0.029682352
## demo$gender3  0.148966425  0.13533323 -0.192189412  0.073019944  0.200426230
## demo$gender4 -0.011953116 -0.02558631  0.152738124 -0.006811988 -0.102799576
##                        216          217         218          219          220
## (Intercept)   0.1737113214  0.182172646  0.27174630  0.275029616  0.197266241
## demo$gender1  0.0009619017  0.001123083 -0.01274544  0.002457508  0.002910523
## demo$gender2 -0.0215823234 -0.028302414 -0.01763855 -0.046911280 -0.038817429
## demo$gender3  0.1947097312  0.217827354  0.07825370  0.263431923  0.257279214
## demo$gender4 -0.0403779881 -0.085398453 -0.01248704 -0.193948535 -0.166963210
##                       221         222          223          224         225
## (Intercept)   0.245499341  0.24197981  0.269516508  0.243610331  0.35428937
## demo$gender1  0.004530507 -0.00252906  0.006308217  0.002541882 -0.02600981
## demo$gender2  0.029110375 -0.04581722  0.045493669  0.025431967  0.01061706
## demo$gender3 -0.102642199  0.25802019 -0.192593431 -0.100753188 -0.08762271
## demo$gender4  0.114500659 -0.16769410  0.147150159  0.116389669  0.12397150
##                       226         227           228          229         230
## (Intercept)   0.245928221  0.23787601  0.2023924058  0.194410223  0.23787601
## demo$gender1 -0.012364673 -0.01164261 -0.0008807613 -0.001576921 -0.01164261
## demo$gender2 -0.007066782  0.02241351  0.0078896284 -0.042898037  0.02241351
## demo$gender3  0.060738446 -0.09501887  0.0476075942  0.260135231 -0.09501887
## demo$gender4  0.061764087  0.12212399  0.0568668535 -0.164107193  0.12212399
##                       231          232          233          234          235
## (Intercept)   0.277185932  0.246107249  0.290129793  0.230075903  0.194410223
## demo$gender1  0.002232885  0.003931234 -0.024109965  0.005715762 -0.001576921
## demo$gender2  0.012182054 -0.039895203 -0.002643513 -0.044059483 -0.042898037
## demo$gender3 -0.020043075  0.253892751 -0.032986936  0.269924097  0.260135231
## demo$gender4  0.082814068 -0.171821534  0.069870207 -0.201504474 -0.164107193
##                      236          237         238         239         240
## (Intercept)   0.23787601  0.253103255  0.21477894  0.29409581  0.37512929
## demo$gender1 -0.01164261  0.004030276 -0.01686479 -0.01740068  0.01592553
## demo$gender2  0.02241351 -0.046082519  0.01065215  0.01986355  0.06133399
## demo$gender3 -0.09501887  0.266896745 -0.01477894 -0.09409581 -0.28422020
## demo$gender4  0.12212399 -0.197547699  0.09291337  0.12257086  0.17032526
##                       241         242          243          244         245
## (Intercept)   0.194410223  0.19689549  0.194410223  0.275029616  0.27174630
## demo$gender1 -0.001576921 -0.01870349 -0.001576921  0.002457508 -0.01274544
## demo$gender2 -0.042898037 -0.01205689 -0.042898037 -0.046911280 -0.01763855
## demo$gender3  0.260135231  0.09722216  0.260135231  0.263431923  0.07825370
## demo$gender4 -0.164107193  0.01739023 -0.164107193 -0.193948535 -0.01248704
##                      246          247          248          249          250
## (Intercept)   0.27134203  0.290129793  0.216233909  0.199573770  0.197266241
## demo$gender1 -0.01484930 -0.024109965 -0.010476414 -0.006832071  0.002910523
## demo$gender2  0.01173253 -0.002643513  0.008628691 -0.029682352 -0.038817429
## demo$gender3 -0.01419917 -0.032986936 -0.016233909  0.200426230  0.257279214
## demo$gender4  0.08865797  0.069870207  0.091458398 -0.102799576 -0.166963210
##                       251           252          253          254          255
## (Intercept)   0.182172646  0.2309851683  0.242098742  0.205742779  0.216233909
## demo$gender1  0.001123083  0.0004959164 -0.004139963  0.007305077 -0.010476414
## demo$gender2 -0.028302414 -0.0408737447  0.027579046 -0.040751401  0.008628691
## demo$gender3  0.217827354  0.2235602862 -0.099241599  0.272518090 -0.016233909
## demo$gender4 -0.085398453 -0.1521972895  0.117901258 -0.205742779  0.091458398
##                      256          257          258          259         260
## (Intercept)   0.35428937  0.169551857  0.220715577  0.205742779  0.33412119
## demo$gender1 -0.02600981 -0.006897254 -0.022134471  0.007305077  0.01558474
## demo$gender2  0.01061706 -0.026201561 -0.031283285 -0.040751401  0.04185129
## demo$gender3 -0.08762271  0.198869195  0.167519717  0.272518090 -0.20078785
## demo$gender4  0.12397150 -0.036218524 -0.006429863 -0.205742779  0.14413968
##                       261          262          263          264          265
## (Intercept)   0.177102065  0.216233909  0.216233909  0.210385758  0.191743877
## demo$gender1 -0.006112554 -0.010476414 -0.010476414 -0.002532333 -0.006625963
## demo$gender2 -0.036278523  0.008628691  0.008628691 -0.042500870 -0.023896791
## demo$gender3  0.222897935 -0.016233909 -0.016233909  0.244159697  0.176677175
## demo$gender4 -0.080327871  0.091458398  0.091458398 -0.131597879 -0.058410544
##                       266          267          268         269          270
## (Intercept)   0.191397958  0.216233909  0.205742779  0.20316418  0.184024233
## demo$gender1  0.004097265 -0.010476414  0.007305077 -0.01102430  0.002494467
## demo$gender2 -0.032085930  0.008628691 -0.040751401 -0.01856360 -0.002303391
## demo$gender3  0.237173470 -0.016233909  0.272518090  0.13016915  0.110093414
## demo$gender4 -0.128897958  0.091458398 -0.205742779 -0.03075039  0.030261481
##                       271         272         273          274          275
## (Intercept)   0.297585383  0.21908814  0.23787601  0.303486142  0.264381722
## demo$gender1 -0.004238267 -0.00800179 -0.01164261  0.003503995 -0.025891867
## demo$gender2  0.017169853  0.01471676  0.02241351  0.027129870  0.001894175
## demo$gender3 -0.097585383 -0.01908814 -0.09501887 -0.103486142 -0.007238864
## demo$gender4  0.119081284  0.08860417  0.12212399  0.113180524  0.095618278
##                      276          277           278          279          280
## (Intercept)   0.17824585  0.204059570  0.2175129296  0.219699596  0.179501837
## demo$gender1 -0.00705877 -0.005323950 -0.0006259839 -0.005533434 -0.013493777
## demo$gender2 -0.03190094 -0.003944179 -0.0445687134  0.014082772 -0.020414505
## demo$gender3  0.22175415  0.090058077  0.2607479399 -0.019699596  0.153831496
## demo$gender4 -0.08147166  0.010226144 -0.1704541061  0.087992711 -0.007088044
##                       281          282           283         284          285
## (Intercept)   0.199573770  0.205742779  0.2023924058  0.22976910  0.177102065
## demo$gender1 -0.006832071  0.007305077 -0.0008807613  0.01226974 -0.006112554
## demo$gender2 -0.029682352 -0.040751401  0.0078896284  0.02648811 -0.036278523
## demo$gender3  0.200426230  0.272518090  0.0476075942 -0.02976910  0.222897935
## demo$gender4 -0.102799576 -0.205742779  0.0568668535  0.07792321 -0.080327871
##                       286         287          288          289         290
## (Intercept)   0.212549628  0.19433205  0.205742779  0.179125709  0.19800010
## demo$gender1 -0.005247763 -0.02085671  0.007305077 -0.003675607 -0.01783501
## demo$gender2 -0.026857738 -0.01759398 -0.040751401 -0.032644535 -0.02724515
## demo$gender3  0.155871424  0.09978560  0.272518090  0.220874291  0.13533323
## demo$gender4 -0.079216295  0.01995366 -0.205742779 -0.082351516 -0.02558631
##                       291         292           293          294         295
## (Intercept)   0.275029616  0.18754554  0.3276525440  0.177102065  0.18680172
## demo$gender1  0.002457508 -0.00317193 -0.0003716051 -0.006112554 -0.01312092
## demo$gender2 -0.046911280 -0.03637398  0.0384017008 -0.036278523 -0.03222830
## demo$gender3  0.263431923  0.24102588 -0.1943192106  0.222897935  0.18161933
## demo$gender4 -0.193948535 -0.12504554  0.1506083256 -0.080327871 -0.05346839
##                      296          297         298           299           300
## (Intercept)   0.23945871  0.169551857  0.18754554  0.2073816870  0.1737113214
## demo$gender1 -0.02890800 -0.006897254 -0.00317193 -0.0002826457  0.0009619017
## demo$gender2 -0.03784557 -0.026201561 -0.03637398 -0.0297548331 -0.0215823234
## demo$gender3  0.14877658  0.198869195  0.24102588  0.2211897416  0.1947097312
## demo$gender4 -0.02517300 -0.036218524 -0.12504554 -0.0948816870 -0.0403779881
##                       301          302           303          304          305
## (Intercept)   0.194410223  0.194410223  0.1822458693  0.179501837  0.177102065
## demo$gender1 -0.001576921 -0.001576921  0.0004937961 -0.013493777 -0.006112554
## demo$gender2 -0.042898037 -0.042898037 -0.0274534586 -0.020414505 -0.036278523
## demo$gender3  0.260135231  0.260135231  0.2177541307  0.153831496  0.222897935
## demo$gender4 -0.164107193 -0.164107193 -0.0854716757 -0.007088044 -0.080327871
##                       306          307          308         309          310
## (Intercept)   0.186443892  0.184366909  0.199691465  0.22175408  0.165868644
## demo$gender1 -0.002254581 -0.003155917 -0.003184247 -0.00118655  0.001185314
## demo$gender2 -0.040596282 -0.016157150  0.002090293 -0.02039985 -0.009326509
## demo$gender3  0.242127536  0.148966425  0.050308535  0.17824592  0.167464689
## demo$gender4 -0.123943892 -0.011953116  0.059567794 -0.07336698  0.006545149
##                       311          312
## (Intercept)   0.194410223  0.218001306
## demo$gender1 -0.001576921 -0.001182233
## demo$gender2 -0.042898037 -0.042547335
## demo$gender3  0.260135231  0.260259564
## demo$gender4 -0.164107193 -0.170942482
## 
## $f.perms
##              [,1]
##    [1,] 0.8371981
##    [2,] 2.4113617
##    [3,] 0.4728922
##    [4,] 0.4049440
##    [5,] 0.5195178
##    [6,] 0.7382947
##    [7,] 0.6385649
##    [8,] 0.6751519
##    [9,] 1.0127002
##   [10,] 1.7620502
##   [11,] 1.6095481
##   [12,] 0.6425808
##   [13,] 2.7613254
##   [14,] 2.0066363
##   [15,] 0.9291789
##   [16,] 0.7383925
##   [17,] 1.0929269
##   [18,] 0.8676146
##   [19,] 2.8831833
##   [20,] 1.3937629
##   [21,] 0.5859738
##   [22,] 0.6621443
##   [23,] 0.6306929
##   [24,] 1.8572518
##   [25,] 2.5559662
##   [26,] 1.0951453
##   [27,] 0.7809603
##   [28,] 0.7016392
##   [29,] 0.6125953
##   [30,] 1.1950460
##   [31,] 1.5423670
##   [32,] 1.1328477
##   [33,] 0.9413317
##   [34,] 0.4771692
##   [35,] 0.6538306
##   [36,] 0.6081548
##   [37,] 0.8139634
##   [38,] 2.2287163
##   [39,] 1.4072099
##   [40,] 0.5890877
##   [41,] 0.6981665
##   [42,] 0.5329052
##   [43,] 1.0183410
##   [44,] 0.9398830
##   [45,] 0.6924166
##   [46,] 2.2612395
##   [47,] 0.8517696
##   [48,] 0.3658516
##   [49,] 1.0972366
##   [50,] 0.6199287
##   [51,] 0.5713868
##   [52,] 2.1799015
##   [53,] 0.7047826
##   [54,] 0.8321533
##   [55,] 0.7640007
##   [56,] 0.4574097
##   [57,] 0.2410028
##   [58,] 0.9780518
##   [59,] 0.8722898
##   [60,] 0.4121604
##   [61,] 0.4228843
##   [62,] 0.4158639
##   [63,] 1.9066905
##   [64,] 2.0219372
##   [65,] 0.7618799
##   [66,] 2.0034857
##   [67,] 1.0007653
##   [68,] 0.2750000
##   [69,] 1.0447310
##   [70,] 0.7608500
##   [71,] 0.3399959
##   [72,] 2.0902198
##   [73,] 1.1243845
##   [74,] 0.4304309
##   [75,] 0.7544788
##   [76,] 0.5886854
##   [77,] 2.1027877
##   [78,] 2.0842364
##   [79,] 1.6282125
##   [80,] 1.0696063
##   [81,] 0.5886607
##   [82,] 1.2159388
##   [83,] 0.5077870
##   [84,] 0.6174209
##   [85,] 0.6979110
##   [86,] 0.7547994
##   [87,] 3.7244154
##   [88,] 0.6653393
##   [89,] 1.3654927
##   [90,] 0.6499102
##   [91,] 0.9731146
##   [92,] 0.6252921
##   [93,] 0.7637433
##   [94,] 0.6072357
##   [95,] 0.4006396
##   [96,] 1.2332702
##   [97,] 1.8917152
##   [98,] 0.8439291
##   [99,] 1.5320934
##  [100,] 0.6210542
##  [101,] 0.4572294
##  [102,] 0.6971010
##  [103,] 0.4164075
##  [104,] 0.2498384
##  [105,] 1.0512434
##  [106,] 0.6533372
##  [107,] 0.7945711
##  [108,] 0.5419767
##  [109,] 0.4304907
##  [110,] 0.6650047
##  [111,] 0.2712804
##  [112,] 1.2536187
##  [113,] 0.4902695
##  [114,] 0.5243382
##  [115,] 1.2814362
##  [116,] 0.2715716
##  [117,] 0.7319802
##  [118,] 2.0525273
##  [119,] 0.9078605
##  [120,] 0.6597892
##  [121,] 0.5389937
##  [122,] 0.6818742
##  [123,] 0.5177598
##  [124,] 0.4649636
##  [125,] 0.7599953
##  [126,] 0.2526551
##  [127,] 0.6704477
##  [128,] 0.6551336
##  [129,] 2.1962171
##  [130,] 0.5501661
##  [131,] 1.3941689
##  [132,] 1.9430109
##  [133,] 0.5148170
##  [134,] 0.6041789
##  [135,] 0.6036016
##  [136,] 0.5118694
##  [137,] 2.0793714
##  [138,] 2.5089605
##  [139,] 0.5377673
##  [140,] 1.8609372
##  [141,] 2.0313040
##  [142,] 1.2043646
##  [143,] 0.4520928
##  [144,] 0.5875326
##  [145,] 2.6583818
##  [146,] 1.2785536
##  [147,] 0.3998364
##  [148,] 0.4327451
##  [149,] 0.5962333
##  [150,] 0.5916057
##  [151,] 1.3582709
##  [152,] 0.8496864
##  [153,] 1.1670009
##  [154,] 1.8703070
##  [155,] 0.6995411
##  [156,] 0.3996533
##  [157,] 1.6349056
##  [158,] 0.4546505
##  [159,] 1.2126060
##  [160,] 0.4117273
##  [161,] 0.8849557
##  [162,] 2.1892287
##  [163,] 2.4067118
##  [164,] 0.6715184
##  [165,] 0.5160320
##  [166,] 0.5494780
##  [167,] 0.7794640
##  [168,] 0.4004588
##  [169,] 0.4630733
##  [170,] 1.1644070
##  [171,] 1.0623907
##  [172,] 0.3810553
##  [173,] 0.6672442
##  [174,] 0.7308974
##  [175,] 0.8505091
##  [176,] 0.4626769
##  [177,] 0.5054640
##  [178,] 1.5361125
##  [179,] 0.3885337
##  [180,] 0.4671865
##  [181,] 1.3388371
##  [182,] 1.9445578
##  [183,] 0.5618581
##  [184,] 1.0585068
##  [185,] 0.3871808
##  [186,] 0.6668782
##  [187,] 1.8333307
##  [188,] 0.6015264
##  [189,] 0.7751168
##  [190,] 0.4482210
##  [191,] 0.3494281
##  [192,] 1.0836336
##  [193,] 0.6341696
##  [194,] 3.0254781
##  [195,] 1.3436981
##  [196,] 0.9245008
##  [197,] 0.4520711
##  [198,] 0.8328977
##  [199,] 0.9136319
##  [200,] 0.9081096
##  [201,] 0.8153239
##  [202,] 2.0537966
##  [203,] 0.2661679
##  [204,] 0.6051978
##  [205,] 0.5876723
##  [206,] 1.5684210
##  [207,] 1.8878525
##  [208,] 0.3522101
##  [209,] 0.4707021
##  [210,] 0.4388086
##  [211,] 1.3163122
##  [212,] 0.4334076
##  [213,] 0.5203180
##  [214,] 0.7522194
##  [215,] 0.4685103
##  [216,] 0.7294832
##  [217,] 0.7840809
##  [218,] 0.6278363
##  [219,] 0.3052334
##  [220,] 0.7492257
##  [221,] 1.8386467
##  [222,] 2.2379179
##  [223,] 0.6813518
##  [224,] 0.5600022
##  [225,] 0.3323065
##  [226,] 0.5271859
##  [227,] 0.9882000
##  [228,] 0.7373029
##  [229,] 0.4618930
##  [230,] 0.8110455
##  [231,] 2.0112575
##  [232,] 0.6851573
##  [233,] 0.7749465
##  [234,] 0.8624284
##  [235,] 0.5436400
##  [236,] 0.5940923
##  [237,] 2.1422771
##  [238,] 0.4510831
##  [239,] 1.2353613
##  [240,] 1.2346624
##  [241,] 0.7778542
##  [242,] 0.4700730
##  [243,] 0.4915393
##  [244,] 0.9332444
##  [245,] 0.4869538
##  [246,] 0.5152379
##  [247,] 1.5672044
##  [248,] 0.9768761
##  [249,] 1.2916595
##  [250,] 0.7201128
##  [251,] 0.6641445
##  [252,] 1.3641513
##  [253,] 0.9045034
##  [254,] 1.1295907
##  [255,] 2.1162913
##  [256,] 0.6538333
##  [257,] 0.4126484
##  [258,] 0.1967614
##  [259,] 0.7520462
##  [260,] 1.0046771
##  [261,] 0.3848295
##  [262,] 0.3830238
##  [263,] 0.4850393
##  [264,] 0.4393399
##  [265,] 1.9011434
##  [266,] 0.8004314
##  [267,] 1.0717113
##  [268,] 1.0960061
##  [269,] 2.2027709
##  [270,] 1.2416489
##  [271,] 0.6687882
##  [272,] 2.3065634
##  [273,] 1.8332046
##  [274,] 0.5131574
##  [275,] 0.6587965
##  [276,] 4.7161277
##  [277,] 0.4133571
##  [278,] 0.3388184
##  [279,] 0.4109526
##  [280,] 1.2200177
##  [281,] 1.0077641
##  [282,] 0.5278612
##  [283,] 0.3062668
##  [284,] 0.5387246
##  [285,] 1.1669491
##  [286,] 0.6786849
##  [287,] 0.6680819
##  [288,] 0.9147282
##  [289,] 0.5319311
##  [290,] 0.4918185
##  [291,] 0.4922949
##  [292,] 1.1408142
##  [293,] 0.9383935
##  [294,] 0.8984540
##  [295,] 0.9319349
##  [296,] 0.3835739
##  [297,] 1.1328957
##  [298,] 1.0688997
##  [299,] 0.6580354
##  [300,] 0.7331703
##  [301,] 0.3972419
##  [302,] 1.0283153
##  [303,] 2.2236913
##  [304,] 1.2981363
##  [305,] 2.8298440
##  [306,] 1.2698715
##  [307,] 0.6224591
##  [308,] 0.9368059
##  [309,] 0.7362549
##  [310,] 0.3621219
##  [311,] 0.4886983
##  [312,] 1.3406680
##  [313,] 0.5801751
##  [314,] 2.4388467
##  [315,] 0.4503169
##  [316,] 2.8256832
##  [317,] 1.6413115
##  [318,] 0.6481233
##  [319,] 0.8721539
##  [320,] 0.7160212
##  [321,] 0.3920837
##  [322,] 0.6268322
##  [323,] 1.2518814
##  [324,] 1.1606051
##  [325,] 0.7039891
##  [326,] 0.3853568
##  [327,] 0.2549105
##  [328,] 0.9108490
##  [329,] 0.3357401
##  [330,] 0.5480066
##  [331,] 1.6069154
##  [332,] 1.7737315
##  [333,] 1.4008802
##  [334,] 1.4634759
##  [335,] 0.5931150
##  [336,] 0.7181013
##  [337,] 0.4661050
##  [338,] 1.3856866
##  [339,] 0.8525433
##  [340,] 0.5058403
##  [341,] 0.6523280
##  [342,] 0.7460050
##  [343,] 0.7328523
##  [344,] 0.5459751
##  [345,] 0.5859217
##  [346,] 0.6449110
##  [347,] 0.3389233
##  [348,] 0.6378723
##  [349,] 1.0096673
##  [350,] 0.6597016
##  [351,] 1.2837136
##  [352,] 0.5292606
##  [353,] 0.9686197
##  [354,] 1.6129818
##  [355,] 0.7886721
##  [356,] 2.9307313
##  [357,] 0.5598264
##  [358,] 1.0970414
##  [359,] 0.8620849
##  [360,] 0.5729909
##  [361,] 0.3985737
##  [362,] 0.6498291
##  [363,] 0.4746223
##  [364,] 0.5674748
##  [365,] 1.6459259
##  [366,] 2.7054436
##  [367,] 0.9617584
##  [368,] 1.0632210
##  [369,] 0.2431091
##  [370,] 0.9564308
##  [371,] 2.1493077
##  [372,] 0.7590803
##  [373,] 0.8684633
##  [374,] 1.0548569
##  [375,] 1.0773910
##  [376,] 0.6539106
##  [377,] 0.5219516
##  [378,] 0.8792658
##  [379,] 1.3477746
##  [380,] 0.5414066
##  [381,] 1.1200389
##  [382,] 1.6217198
##  [383,] 0.7454507
##  [384,] 0.4038968
##  [385,] 2.4240401
##  [386,] 0.6292187
##  [387,] 0.3141474
##  [388,] 0.5937775
##  [389,] 1.6379189
##  [390,] 0.9098031
##  [391,] 0.6326408
##  [392,] 3.9297698
##  [393,] 0.7906041
##  [394,] 0.3024746
##  [395,] 0.2860392
##  [396,] 0.7208547
##  [397,] 1.2226100
##  [398,] 0.7096823
##  [399,] 0.3336142
##  [400,] 0.9379200
##  [401,] 0.4330368
##  [402,] 0.6122180
##  [403,] 1.8748855
##  [404,] 0.7125020
##  [405,] 0.6096415
##  [406,] 1.8339964
##  [407,] 1.7158206
##  [408,] 0.5679043
##  [409,] 1.4573900
##  [410,] 1.0630051
##  [411,] 2.6384322
##  [412,] 0.3465459
##  [413,] 0.6879864
##  [414,] 0.3013084
##  [415,] 0.3250411
##  [416,] 1.9543799
##  [417,] 0.5852376
##  [418,] 0.6703284
##  [419,] 0.5511307
##  [420,] 0.5101394
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##  [429,] 0.4288143
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##  [511,] 0.5500610
##  [512,] 1.4507222
##  [513,] 0.7440949
##  [514,] 0.4124096
##  [515,] 2.1575109
##  [516,] 0.8930500
##  [517,] 0.4919278
##  [518,] 0.4073951
##  [519,] 2.7351486
##  [520,] 0.7059031
##  [521,] 0.9467406
##  [522,] 1.1839977
##  [523,] 1.2541258
##  [524,] 0.8431752
##  [525,] 0.3626856
##  [526,] 0.8789577
##  [527,] 0.7163124
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##  [530,] 0.8772034
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##  [539,] 1.3688929
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##  [546,] 0.7655890
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##  [548,] 0.6474677
##  [549,] 0.9877204
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##  [551,] 0.3688407
##  [552,] 1.1853971
##  [553,] 0.4236494
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##  [555,] 2.7364866
##  [556,] 0.5953601
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##  [558,] 1.0528957
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##  [575,] 0.6859169
##  [576,] 1.0529276
##  [577,] 0.6557299
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##  [579,] 0.6401777
##  [580,] 0.5685840
##  [581,] 1.8110636
##  [582,] 0.9012617
##  [583,] 1.5128609
##  [584,] 0.5494862
##  [585,] 0.4015653
##  [586,] 1.5553278
##  [587,] 0.5346745
##  [588,] 0.2719704
##  [589,] 0.9830651
##  [590,] 0.6439996
##  [591,] 1.1794895
##  [592,] 0.5736329
##  [593,] 0.8009644
##  [594,] 0.3806338
##  [595,] 2.8380359
##  [596,] 0.5477141
##  [597,] 0.9964433
##  [598,] 2.0260329
##  [599,] 2.0362489
##  [600,] 2.0833899
##  [601,] 1.1138301
##  [602,] 0.3508523
##  [603,] 1.2899546
##  [604,] 1.4800754
##  [605,] 1.9539552
##  [606,] 2.0913639
##  [607,] 0.7842979
##  [608,] 1.2975381
##  [609,] 0.7723969
##  [610,] 1.1700893
##  [611,] 0.8014834
##  [612,] 2.5495775
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##  [629,] 0.7815280
##  [630,] 0.5863315
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##  [633,] 0.3816562
##  [634,] 2.1163290
##  [635,] 0.4794086
##  [636,] 0.6649191
##  [637,] 0.6996228
##  [638,] 0.7400105
##  [639,] 1.0379295
##  [640,] 0.6191038
##  [641,] 0.4004534
##  [642,] 0.3644238
##  [643,] 0.5976664
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##  [645,] 0.9549538
##  [646,] 1.7999345
##  [647,] 1.0885983
##  [648,] 1.3078289
##  [649,] 1.9510832
##  [650,] 0.6600487
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##  [652,] 0.5713959
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##  [654,] 2.2321784
##  [655,] 2.2687597
##  [656,] 1.1666381
##  [657,] 0.2972851
##  [658,] 0.5016376
##  [659,] 1.9864387
##  [660,] 0.3439731
##  [661,] 0.9119192
##  [662,] 1.6805198
##  [663,] 3.9522265
##  [664,] 1.0294384
##  [665,] 1.4904928
##  [666,] 1.2421766
##  [667,] 0.6725798
##  [668,] 2.9619821
##  [669,] 2.2743226
##  [670,] 0.5418782
##  [671,] 1.4796328
##  [672,] 0.6557344
##  [673,] 0.8576827
##  [674,] 1.0546162
##  [675,] 1.1183413
##  [676,] 0.6911493
##  [677,] 3.3815592
##  [678,] 0.3599396
##  [679,] 2.6777633
##  [680,] 2.3287714
##  [681,] 0.9110825
##  [682,] 0.6257390
##  [683,] 1.6699209
##  [684,] 0.8426774
##  [685,] 0.7078368
##  [686,] 0.5204285
##  [687,] 0.4528462
##  [688,] 0.5573892
##  [689,] 0.2118641
##  [690,] 0.5943590
##  [691,] 1.4352074
##  [692,] 0.6436550
##  [693,] 1.3209235
##  [694,] 1.3970639
##  [695,] 0.3482650
##  [696,] 0.3656367
##  [697,] 0.9321478
##  [698,] 0.6338368
##  [699,] 0.6484921
##  [700,] 2.6011713
##  [701,] 0.9269869
##  [702,] 1.3139871
##  [703,] 0.5194797
##  [704,] 1.8308456
##  [705,] 0.9993297
##  [706,] 2.3952976
##  [707,] 1.0339548
##  [708,] 0.6023710
##  [709,] 1.1067587
##  [710,] 2.0855389
##  [711,] 2.3233334
##  [712,] 0.9851434
##  [713,] 0.5712309
##  [714,] 0.5119372
##  [715,] 2.4248598
##  [716,] 0.4726716
##  [717,] 0.3883966
##  [718,] 2.0283932
##  [719,] 1.1683057
##  [720,] 1.4216282
##  [721,] 0.6990249
##  [722,] 0.6658840
##  [723,] 1.2856795
##  [724,] 0.4321382
##  [725,] 1.0251406
##  [726,] 1.1379209
##  [727,] 2.2226238
##  [728,] 0.5326116
##  [729,] 0.5861380
##  [730,] 0.8270179
##  [731,] 0.5825514
##  [732,] 0.3180583
##  [733,] 0.5832666
##  [734,] 0.8874424
##  [735,] 2.3987468
##  [736,] 0.7420516
##  [737,] 0.8691861
##  [738,] 0.4250037
##  [739,] 1.1455688
##  [740,] 0.9634520
##  [741,] 0.7107465
##  [742,] 1.1347973
##  [743,] 4.9080943
##  [744,] 1.8536767
##  [745,] 0.3781644
##  [746,] 0.5723830
##  [747,] 1.0297541
##  [748,] 2.3551666
##  [749,] 0.6416285
##  [750,] 1.0754091
##  [751,] 0.6703215
##  [752,] 1.3042339
##  [753,] 0.4688029
##  [754,] 1.8822366
##  [755,] 2.9904533
##  [756,] 1.3837115
##  [757,] 0.3450154
##  [758,] 0.4771678
##  [759,] 0.4863703
##  [760,] 0.7303734
##  [761,] 2.4338641
##  [762,] 2.5345260
##  [763,] 0.6965987
##  [764,] 0.4727008
##  [765,] 1.1900734
##  [766,] 0.6079578
##  [767,] 0.6289219
##  [768,] 0.5270223
##  [769,] 1.3942646
##  [770,] 0.7628687
##  [771,] 0.7125306
##  [772,] 0.8816829
##  [773,] 1.2118656
##  [774,] 0.2714435
##  [775,] 0.7414979
##  [776,] 0.8020709
##  [777,] 2.5937748
##  [778,] 0.4838904
##  [779,] 1.1324362
##  [780,] 0.4315745
##  [781,] 0.2163020
##  [782,] 0.6968107
##  [783,] 0.4800407
##  [784,] 1.8241356
##  [785,] 0.9247937
##  [786,] 1.2943697
##  [787,] 0.5383249
##  [788,] 1.2557687
##  [789,] 0.4956656
##  [790,] 1.7270705
##  [791,] 2.9110631
##  [792,] 0.5379113
##  [793,] 0.6311761
##  [794,] 2.8886509
##  [795,] 1.3469211
##  [796,] 1.3543888
##  [797,] 1.1319059
##  [798,] 1.1606428
##  [799,] 0.5311382
##  [800,] 1.0558975
##  [801,] 0.3587409
##  [802,] 1.3018057
##  [803,] 0.9653896
##  [804,] 0.2936643
##  [805,] 1.4727108
##  [806,] 1.9520439
##  [807,] 0.5781670
##  [808,] 2.2542615
##  [809,] 0.3559231
##  [810,] 0.5634554
##  [811,] 1.0565610
##  [812,] 0.5535959
##  [813,] 4.8758099
##  [814,] 0.4545969
##  [815,] 0.7554555
##  [816,] 0.1492070
##  [817,] 1.7907758
##  [818,] 0.4609030
##  [819,] 1.3035519
##  [820,] 1.6389028
##  [821,] 2.6390068
##  [822,] 1.2564288
##  [823,] 0.9564643
##  [824,] 0.7654802
##  [825,] 0.9507125
##  [826,] 1.0856882
##  [827,] 0.3762635
##  [828,] 0.6438954
##  [829,] 2.5277502
##  [830,] 1.2158239
##  [831,] 0.7129625
##  [832,] 0.6943002
##  [833,] 0.3412768
##  [834,] 0.8905816
##  [835,] 0.7050833
##  [836,] 2.8889043
##  [837,] 0.3827272
##  [838,] 0.9117143
##  [839,] 0.5515758
##  [840,] 2.1354728
##  [841,] 0.9991076
##  [842,] 0.8127767
##  [843,] 3.4087361
##  [844,] 0.5907276
##  [845,] 1.2513419
##  [846,] 0.5814554
##  [847,] 0.7690270
##  [848,] 0.7332560
##  [849,] 0.2289184
##  [850,] 0.9522000
##  [851,] 1.7104978
##  [852,] 1.0168347
##  [853,] 1.2066109
##  [854,] 1.3422972
##  [855,] 0.5166775
##  [856,] 0.5653448
##  [857,] 4.3833646
##  [858,] 1.3071884
##  [859,] 0.2775566
##  [860,] 1.8697078
##  [861,] 0.3433320
##  [862,] 0.9373368
##  [863,] 0.8293604
##  [864,] 1.2806738
##  [865,] 0.5602494
##  [866,] 0.2007610
##  [867,] 3.1038085
##  [868,] 0.8931433
##  [869,] 0.8136181
##  [870,] 0.2760162
##  [871,] 1.5296309
##  [872,] 0.2753620
##  [873,] 0.4708931
##  [874,] 0.7479794
##  [875,] 1.0007153
##  [876,] 0.2916279
##  [877,] 0.5687783
##  [878,] 2.5888857
##  [879,] 0.6659452
##  [880,] 0.6645435
##  [881,] 0.5043688
##  [882,] 0.8703802
##  [883,] 0.7864755
##  [884,] 2.1445183
##  [885,] 0.8542824
##  [886,] 0.5958654
##  [887,] 2.6052482
##  [888,] 0.5244920
##  [889,] 2.1467250
##  [890,] 0.4548029
##  [891,] 0.6524169
##  [892,] 1.5766458
##  [893,] 1.5586044
##  [894,] 0.4676629
##  [895,] 0.8978449
##  [896,] 1.4114162
##  [897,] 0.9672979
##  [898,] 0.5110783
##  [899,] 0.9362229
##  [900,] 0.7538093
##  [901,] 0.7720196
##  [902,] 0.5505991
##  [903,] 0.5549724
##  [904,] 1.0105118
##  [905,] 0.5818863
##  [906,] 0.4550853
##  [907,] 0.7486123
##  [908,] 1.0947729
##  [909,] 1.1881987
##  [910,] 1.8737250
##  [911,] 2.0253145
##  [912,] 0.8486786
##  [913,] 0.8452248
##  [914,] 0.4982758
##  [915,] 0.7930870
##  [916,] 0.3779848
##  [917,] 0.3551106
##  [918,] 0.2248252
##  [919,] 1.3988054
##  [920,] 1.6968354
##  [921,] 0.2905970
##  [922,] 1.3646070
##  [923,] 0.9153816
##  [924,] 1.4848291
##  [925,] 1.6913955
##  [926,] 0.4102817
##  [927,] 0.8288386
##  [928,] 0.3705987
##  [929,] 0.3649030
##  [930,] 1.4339072
##  [931,] 0.5287004
##  [932,] 0.7224401
##  [933,] 0.4827091
##  [934,] 1.2474107
##  [935,] 0.6401601
##  [936,] 0.9515831
##  [937,] 1.0731322
##  [938,] 0.8344529
##  [939,] 0.6904074
##  [940,] 0.4840800
##  [941,] 0.8246141
##  [942,] 1.4401653
##  [943,] 0.8847889
##  [944,] 0.2649673
##  [945,] 0.8425349
##  [946,] 0.6155572
##  [947,] 0.7847707
##  [948,] 0.3334599
##  [949,] 0.4439471
##  [950,] 0.9689474
##  [951,] 0.7895632
##  [952,] 0.6353851
##  [953,] 2.0373021
##  [954,] 2.0622459
##  [955,] 0.6025999
##  [956,] 0.3699890
##  [957,] 1.2361345
##  [958,] 1.0583734
##  [959,] 0.6155557
##  [960,] 1.1868148
##  [961,] 0.7308272
##  [962,] 0.3452012
##  [963,] 0.4506402
##  [964,] 0.9467761
##  [965,] 0.9976023
##  [966,] 0.5043316
##  [967,] 0.5739789
##  [968,] 1.0106290
##  [969,] 1.4809697
##  [970,] 1.9403771
##  [971,] 0.7720842
##  [972,] 1.2812273
##  [973,] 1.0940429
##  [974,] 0.3381647
##  [975,] 0.5189572
##  [976,] 1.8164317
##  [977,] 0.9183557
##  [978,] 0.8364778
##  [979,] 0.4922558
##  [980,] 1.8870445
##  [981,] 2.1489023
##  [982,] 0.6707046
##  [983,] 2.2358884
##  [984,] 0.6642032
##  [985,] 1.0843282
##  [986,] 1.3283314
##  [987,] 2.1058357
##  [988,] 2.2571984
##  [989,] 2.0735019
##  [990,] 0.4005166
##  [991,] 0.1174381
##  [992,] 0.4518110
##  [993,] 0.6128309
##  [994,] 2.0423524
##  [995,] 0.8070874
##  [996,] 0.9946752
##  [997,] 0.6109775
##  [998,] 0.8807202
##  [999,] 1.1610358
## 
## $model.matrix
##     (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1             1            0            1            0            0
## 2             1           -1           -1           -1           -1
## 3             1            1            0            0            0
## 4             1            1            0            0            0
## 5             1            1            0            0            0
## 6             1            1            0            0            0
## 7             1            0            1            0            0
## 8             1            1            0            0            0
## 9             1            1            0            0            0
## 10            1            0            1            0            0
## 11            1            1            0            0            0
## 12            1            1            0            0            0
## 13            1            1            0            0            0
## 14            1            1            0            0            0
## 15            1            1            0            0            0
## 16            1            1            0            0            0
## 17            1            1            0            0            0
## 18            1            0            1            0            0
## 19            1            0            1            0            0
## 20            1            1            0            0            0
## 21            1            1            0            0            0
## 22            1            1            0            0            0
## 23            1            0            1            0            0
## 24            1            0            1            0            0
## 25            1            1            0            0            0
## 26            1            1            0            0            0
## 27            1            0            1            0            0
## 28            1            1            0            0            0
## 29            1            1            0            0            0
## 30            1            1            0            0            0
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## 
## $terms
## sci_comp ~ demo$gender
## attr(,"variables")
## list(sci_comp, demo$gender)
## attr(,"factors")
##             demo$gender
## sci_comp              0
## demo$gender           1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to gender.

Personal Community Orientation

Now, Personal Community Orientation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs   MeanSqs F.Model      R2 Pr(>F)
## demo$gender   4   0.01767 0.0044169 0.49726 0.00644   0.63
## Residuals   307   2.72691 0.0088825         0.99356       
## Total       311   2.74458                   1.00000       
## 
## $call
## adonis(formula = per_comm_orient ~ demo$gender)
## 
## $coefficients
##              per_comm_orient1 per_comm_orient2 per_comm_orient3
## (Intercept)         5.1176709       5.29808356        5.4575967
## demo$gender1        0.1972462      -0.01079075        0.2053867
## demo$gender2        0.1557666      -0.09495856        0.1674033
## demo$gender3       -0.1176709       0.70191644        0.5424033
## demo$gender4       -0.1176709      -0.29808356       -0.4575967
##              per_comm_orient4
## (Intercept)       5.372885014
## demo$gender1      0.124352555
## demo$gender2     -0.005697514
## demo$gender3      0.627114986
## demo$gender4     -0.372885014
## 
## $coef.sites
##                          1           2            3            4            5
## (Intercept)   0.0729441910  0.04354473  0.054503458  0.054503458  0.054503458
## demo$gender1  0.0127064376  0.03219317  0.006964334  0.006964334  0.006964334
## demo$gender2  0.0143301267  0.02867357  0.017011156  0.017011156  0.017011156
## demo$gender3 -0.0274896456  0.02622271 -0.054503458 -0.054503458 -0.054503458
## demo$gender4  0.0002265407 -0.04354473  0.015263984  0.015263984  0.015263984
##                         6             7            8            9          10
## (Intercept)   0.047616179  0.1230842535  0.068655105  0.083211994  0.08957751
## demo$gender1  0.022870442 -0.0076954905 -0.004541140 -0.001371159  0.02592899
## demo$gender2  0.025743061 -0.0009240895  0.007411678  0.005359171  0.01558916
## demo$gender3 -0.002161633 -0.0430842535 -0.047378509 -0.019382206  0.03237371
## demo$gender4 -0.023225935  0.0258519167  0.022253986  0.007697097 -0.03694593
##                        11           12          13          14           15
## (Intercept)   0.139860576  0.068655105  0.04354473  0.04354473  0.068120697
## demo$gender1 -0.008967095 -0.004541140  0.03219317  0.03219317  0.017398337
## demo$gender2 -0.002823728  0.007411678  0.02867357  0.02867357  0.017196312
## demo$gender3 -0.041821360 -0.047378509  0.02622271  0.02622271  0.001646745
## demo$gender4  0.026806091  0.022253986 -0.04354473 -0.04354473 -0.018120697
##                        16           17            18           19            20
## (Intercept)   0.205717076  0.068655105  1.016790e-01  0.068655105  9.530059e-02
## demo$gender1  0.018448934 -0.004541140  3.359791e-03 -0.004541140  1.852819e-02
## demo$gender2  0.002517873  0.007411678  8.988612e-05  0.007411678  1.828934e-02
## demo$gender3  0.037526168 -0.047378509  9.432118e-03 -0.047378509 -6.249909e-05
## demo$gender4 -0.029246488  0.022253986 -6.440898e-03  0.022253986 -1.837752e-02
##                        21          22           23           24          25
## (Intercept)   0.241479176  0.04354473  0.054503458  0.087439613  0.08957751
## demo$gender1  0.018308703  0.03219317  0.006964334 -0.006152701  0.02592899
## demo$gender2  0.004108623  0.02867357  0.017011156  0.004582650  0.01558916
## demo$gender3  0.036298602  0.02622271 -0.054503458 -0.045772946  0.03237371
## demo$gender4 -0.029357964 -0.04354473  0.015263984  0.023671498 -0.03694593
##                        26           27           28           29          30
## (Intercept)   0.998895028  0.065448400  0.139860576  0.068655105  0.06551774
## demo$gender1 -0.004419890  0.003547061 -0.008967095 -0.004541140  0.02909330
## demo$gender2  0.001104972  0.009784993 -0.002823728  0.007411678  0.02093977
## demo$gender3  0.001104972 -0.021970139 -0.041821360 -0.047378509  0.02972036
## demo$gender4  0.001104972  0.004319042  0.026806091  0.022253986 -0.03987671
##                        31           32          33           34           35
## (Intercept)   0.068655105  0.054503458  0.09473910  0.074885996  0.068655105
## demo$gender1 -0.004541140  0.006964334  0.03098673  0.014582969 -0.004541140
## demo$gender2  0.007411678  0.017011156  0.02601619  0.018279011  0.007411678
## demo$gender3 -0.047378509 -0.054503458  0.02721212 -0.029431451 -0.047378509
## demo$gender4  0.022253986  0.015263984 -0.04210752 -0.001715265  0.022253986
##                        36            37           38          39           40
## (Intercept)   0.122660049  0.0641634494  0.068655105  0.06551774  0.048962180
## demo$gender1 -0.008518792 -0.0001325467 -0.004541140  0.02909330  0.026722755
## demo$gender2 -0.001373400  0.0096097503  0.007411678  0.02093977  0.025928752
## demo$gender3 -0.042660049 -0.0206851885 -0.047378509  0.02972036 -0.003507635
## demo$gender4  0.026276121  0.0056039925  0.022253986 -0.03987671 -0.024571936
##                        41           42          43           44          45
## (Intercept)   0.054503458  0.068655105  0.04354473  0.054503458  0.06551774
## demo$gender1  0.006964334 -0.004541140  0.03219317  0.006964334  0.02909330
## demo$gender2  0.017011156  0.007411678  0.02867357  0.017011156  0.02093977
## demo$gender3 -0.054503458 -0.047378509  0.02622271 -0.054503458  0.02972036
## demo$gender4  0.015263984  0.022253986 -0.04354473  0.015263984 -0.03987671
##                         46           47            48          49           50
## (Intercept)   0.2767263461  0.223494317  0.0456672504  0.04354473  0.063957891
## demo$gender1  0.0161501114  0.008342692  0.0205748363  0.03219317  0.014245748
## demo$gender2 -0.0002567875 -0.001017635  0.0221918815  0.02867357  0.015723162
## demo$gender3  0.0375593682  0.039663578 -0.0002127049  0.02622271  0.002708776
## demo$gender4 -0.0267263461 -0.023494317 -0.0212770065 -0.04354473 -0.016338843
##                        51           52           53           54           55
## (Intercept)   0.068655105  0.068655105  0.049550982  0.068655105  0.122660049
## demo$gender1 -0.004541140 -0.004541140  0.011732431 -0.004541140 -0.008518792
## demo$gender2  0.007411678  0.007411678  0.019460199  0.007411678 -0.001373400
## demo$gender3 -0.047378509 -0.047378509 -0.027328760 -0.047378509 -0.042660049
## demo$gender4  0.022253986  0.022253986 -0.001931935  0.022253986  0.026276121
##                        56            57           58           59           60
## (Intercept)   0.068655105  0.0456672504  0.049550982  0.054503458  0.087439613
## demo$gender1 -0.004541140  0.0205748363  0.011732431  0.006964334 -0.006152701
## demo$gender2  0.007411678  0.0221918815  0.019460199  0.017011156  0.004582650
## demo$gender3 -0.047378509 -0.0002127049 -0.027328760 -0.054503458 -0.045772946
## demo$gender4  0.022253986 -0.0212770065 -0.001931935  0.015263984  0.023671498
##                        61           62          63           64           65
## (Intercept)   0.060739400  0.087172699  0.09056570  0.105429985  0.122660049
## demo$gender1  0.008240711 -0.005656292  0.02650103 -0.007033946 -0.008518792
## demo$gender2  0.012072726  0.003285500  0.01798168  0.001229846 -0.001373400
## demo$gender3  0.005927267 -0.045506032  0.03138552 -0.044205495 -0.042660049
## demo$gender4 -0.013120352  0.023938412 -0.03793412  0.025004798  0.026276121
##                        66           67            68           69           70
## (Intercept)   0.093885013  0.060739400  0.0456672504  0.068655105  0.068655105
## demo$gender1  0.016851456  0.008240711  0.0205748363 -0.004541140 -0.004541140
## demo$gender2  0.015719334  0.012072726  0.0221918815  0.007411678  0.007411678
## demo$gender3  0.001353082  0.005927267 -0.0002127049 -0.047378509 -0.047378509
## demo$gender4 -0.016961936 -0.013120352 -0.0212770065  0.022253986  0.022253986
##                        71          72           73            74           75
## (Intercept)   0.060739400  0.04354473  0.068655105  0.0456672504  0.139860576
## demo$gender1  0.008240711  0.03219317 -0.004541140  0.0205748363 -0.008967095
## demo$gender2  0.012072726  0.02867357  0.007411678  0.0221918815 -0.002823728
## demo$gender3  0.005927267  0.02622271 -0.047378509 -0.0002127049 -0.041821360
## demo$gender4 -0.013120352 -0.04354473  0.022253986 -0.0212770065  0.026806091
##                        76           77           78           79           80
## (Intercept)   0.054503458  0.068655105  0.068655105  0.105429985  0.068655105
## demo$gender1  0.006964334 -0.004541140 -0.004541140 -0.007033946 -0.004541140
## demo$gender2  0.017011156  0.007411678  0.007411678  0.001229846  0.007411678
## demo$gender3 -0.054503458 -0.047378509 -0.047378509 -0.044205495 -0.047378509
## demo$gender4  0.015263984  0.022253986  0.022253986  0.025004798  0.022253986
##                        81           82           83          84           85
## (Intercept)   0.068655105  0.068655105  0.054503458  0.04354473  0.090731777
## demo$gender1 -0.004541140 -0.004541140  0.006964334  0.03219317  0.014356078
## demo$gender2  0.007411678  0.007411678  0.017011156  0.02867357  0.008755004
## demo$gender3 -0.047378509 -0.047378509 -0.054503458  0.02622271  0.004506318
## demo$gender4  0.022253986  0.022253986  0.015263984 -0.04354473 -0.013808700
##                        86           87          88            89          90
## (Intercept)   0.054503458  0.087439613  0.04354473  0.0456672504  0.08957751
## demo$gender1  0.006964334 -0.006152701  0.03219317  0.0205748363  0.02592899
## demo$gender2  0.017011156  0.004582650  0.02867357  0.0221918815  0.01558916
## demo$gender3 -0.054503458 -0.045772946  0.02622271 -0.0002127049  0.03237371
## demo$gender4  0.015263984  0.023671498 -0.04354473 -0.0212770065 -0.03694593
##                        91           92           93           94          95
## (Intercept)   0.073756615  0.114888606  0.054503458  0.131451402  0.04354473
## demo$gender1  0.005573718  0.023024266  0.006964334  0.011580961  0.03219317
## demo$gender2  0.012601349  0.009479391  0.017011156  0.001515223  0.02867357
## demo$gender3 -0.052480019  0.035111394 -0.054503458  0.039280305  0.02622271
## demo$gender4  0.017152476 -0.033807525  0.015263984 -0.026188245 -0.04354473
##                       96           97            98          99          100
## (Intercept)   0.04354473  0.068655105  0.0456672504  0.04354473  0.143455759
## demo$gender1  0.03219317 -0.004541140  0.0205748363  0.03219317  0.021113835
## demo$gender2  0.02867357  0.007411678  0.0221918815  0.02867357  0.007544042
## demo$gender3  0.02622271 -0.047378509 -0.0002127049  0.02622271  0.036031420
## demo$gender4 -0.04354473  0.022253986 -0.0212770065 -0.04354473 -0.032344648
##                       101          102          103         104          105
## (Intercept)   0.139860576  0.068655105  0.068127323  0.06551774  0.062643124
## demo$gender1 -0.008967095 -0.004541140  0.017825435  0.02909330  0.010481769
## demo$gender2 -0.002823728  0.007411678  0.016789092  0.02093977  0.015542840
## demo$gender3 -0.041821360 -0.047378509  0.001640119  0.02972036  0.004023543
## demo$gender4  0.026806091  0.022253986 -0.018127323 -0.03987671 -0.015024076
##                       106          107          108          109         110
## (Intercept)   0.052769473  0.049550982  0.092435022  0.065448400  0.06719053
## demo$gender1  0.017737468  0.011732431  0.003752143  0.003547061  0.01728539
## demo$gender2  0.023110635  0.019460199  0.009664034  0.009784993  0.01451876
## demo$gender3 -0.030547251 -0.027328760 -0.050768356 -0.021970139  0.00257691
## demo$gender4 -0.005150426 -0.001931935  0.018676089  0.004319042 -0.01719053
##                      111          112         113          114         115
## (Intercept)   0.04354473  0.062643124  0.04354473  0.068655105  0.06647348
## demo$gender1  0.03219317  0.010481769  0.03219317 -0.004541140  0.02921349
## demo$gender2  0.02867357  0.015542840  0.02867357  0.007411678  0.02368679
## demo$gender3  0.02622271  0.004023543  0.02622271 -0.047378509  0.02876462
## demo$gender4 -0.04354473 -0.015024076 -0.04354473  0.022253986 -0.04083245
##                      116          117           118          119          120
## (Intercept)   0.04354473  0.054503458  0.0641634494  0.054503458  0.060739400
## demo$gender1  0.03219317  0.006964334 -0.0001325467  0.006964334  0.008240711
## demo$gender2  0.02867357  0.017011156  0.0096097503  0.017011156  0.012072726
## demo$gender3  0.02622271 -0.054503458 -0.0206851885 -0.054503458  0.005927267
## demo$gender4 -0.04354473  0.015263984  0.0056039925  0.015263984 -0.013120352
##                       121         122          123         124          125
## (Intercept)   0.068655105  0.04354473  0.068655105  0.04354473  0.050865749
## demo$gender1 -0.004541140  0.03219317 -0.004541140  0.03219317  0.015496409
## demo$gender2  0.007411678  0.02867357  0.007411678  0.02867357  0.019640522
## demo$gender3 -0.047378509  0.02622271 -0.047378509  0.02622271 -0.028643527
## demo$gender4  0.022253986 -0.04354473  0.022253986 -0.04354473 -0.003246702
##                      126          127         128         129         130
## (Intercept)   0.09292546  0.105429985  0.06647348  0.11654887  0.04354473
## demo$gender1  0.02850132 -0.007033946  0.02921349  0.02520631  0.03219317
## demo$gender2  0.02306069  0.001229846  0.02368679  0.01227815  0.02867357
## demo$gender3  0.02902576 -0.044205495  0.02876462  0.03345113  0.02622271
## demo$gender4 -0.04029388  0.025004798 -0.04083245 -0.03546779 -0.04354473
##                        131         132          133         134          135
## (Intercept)   0.2767263461  0.04354473  0.085021690  0.04354473  0.068655105
## demo$gender1  0.0161501114  0.03219317  0.001900045  0.03219317 -0.004541140
## demo$gender2 -0.0002567875  0.02867357  0.007517057  0.02867357  0.007411678
## demo$gender3  0.0375593682  0.02622271 -0.021191903  0.02622271 -0.047378509
## demo$gender4 -0.0267263461 -0.04354473  0.005887400 -0.04354473  0.022253986
##                       136          137          138         139          140
## (Intercept)   0.049550982  0.068655105  0.054503458  0.07402896  0.068655105
## demo$gender1  0.011732431 -0.004541140  0.006964334  0.00506703 -0.004541140
## demo$gender2  0.019460199  0.007411678  0.017011156  0.01392506  0.007411678
## demo$gender3 -0.027328760 -0.047378509 -0.054503458 -0.05275236 -0.047378509
## demo$gender4 -0.001931935  0.022253986  0.015263984  0.01688014  0.022253986
##                      141          142          143          144          145
## (Intercept)   0.09292546  0.054503458  0.068655105  0.060739400  0.068127323
## demo$gender1  0.02850132  0.006964334 -0.004541140  0.008240711  0.017825435
## demo$gender2  0.02306069  0.017011156  0.007411678  0.012072726  0.016789092
## demo$gender3  0.02902576 -0.054503458 -0.047378509  0.005927267  0.001640119
## demo$gender4 -0.04029388  0.015263984  0.022253986 -0.013120352 -0.018127323
##                       146          147          148           149         150
## (Intercept)   0.083041159  0.049550982  0.068655105  0.0456672504  0.06551774
## demo$gender1  0.005284639  0.011732431 -0.004541140  0.0205748363  0.02909330
## demo$gender2  0.006588283  0.019460199  0.007411678  0.0221918815  0.02093977
## demo$gender3  0.007867932 -0.027328760 -0.047378509 -0.0002127049  0.02972036
## demo$gender4 -0.009870427 -0.001931935  0.022253986 -0.0212770065 -0.03987671
##                       151          152          153         154          155
## (Intercept)   0.065448400  0.068655105  0.076171987  0.09217573  0.054503458
## demo$gender1  0.003547061 -0.004541140  0.003644477  0.02818384  0.006964334
## demo$gender2  0.009784993  0.007411678  0.012173071  0.02112899  0.017011156
## demo$gender3 -0.021970139 -0.047378509 -0.053949764  0.02977548 -0.054503458
## demo$gender4  0.004319042  0.022253986  0.019066109 -0.03954416  0.015263984
##                       156          157         158         159          160
## (Intercept)   0.068655105  0.068655105  0.05905915  0.11675074  0.104766362
## demo$gender1 -0.004541140 -0.004541140  0.01930096  0.02463350  0.013033274
## demo$gender2  0.007411678  0.007411678  0.01818691  0.01345655  0.004562515
## demo$gender3 -0.047378509 -0.047378509  0.03184994  0.03324926  0.038090781
## demo$gender4  0.022253986  0.022253986 -0.03466890 -0.03566966 -0.027843285
##                       161         162           163          164          165
## (Intercept)   0.049550982  0.04354473  0.0641634494  0.093762838  0.068655105
## demo$gender1  0.011732431  0.03219317 -0.0001325467  0.004843445 -0.004541140
## demo$gender2  0.019460199  0.02867357  0.0096097503  0.006677627  0.007411678
## demo$gender3 -0.027328760  0.02622271 -0.0206851885 -0.023995396 -0.047378509
## demo$gender4 -0.001931935 -0.04354473  0.0056039925  0.006237162  0.022253986
##                       166          167         168          169          170
## (Intercept)   0.054503458  0.060739400  0.04354473  0.076171987  0.076171987
## demo$gender1  0.006964334  0.008240711  0.03219317  0.003644477  0.003644477
## demo$gender2  0.017011156  0.012072726  0.02867357  0.012173071  0.012173071
## demo$gender3 -0.054503458  0.005927267  0.02622271 -0.053949764 -0.053949764
## demo$gender4  0.015263984 -0.013120352 -0.04354473  0.019066109  0.019066109
##                       171         172          173          174          175
## (Intercept)   0.068655105  0.07402896  0.054503458  0.047616179  0.068120697
## demo$gender1 -0.004541140  0.00506703  0.006964334  0.022870442  0.017398337
## demo$gender2  0.007411678  0.01392506  0.017011156  0.025743061  0.017196312
## demo$gender3 -0.047378509 -0.05275236 -0.054503458 -0.002161633  0.001646745
## demo$gender4  0.022253986  0.01688014  0.015263984 -0.023225935 -0.018120697
##                       176           177          178          179          180
## (Intercept)   0.049550982  0.0691868680  0.050865749  0.143248035  0.054503458
## demo$gender1  0.011732431  0.0196382760  0.015496409  0.021705131  0.006964334
## demo$gender2  0.019460199  0.0181548862  0.019640522  0.006329571  0.017011156
## demo$gender3 -0.027328760  0.0005805739 -0.028643527  0.036239145 -0.054503458
## demo$gender4 -0.001931935 -0.0191868680 -0.003246702 -0.032136924  0.015263984
##                      181          182          183           184          185
## (Intercept)   0.04354473  0.143248035  0.068120697  0.0641634494  0.068655105
## demo$gender1  0.03219317  0.021705131  0.017398337 -0.0001325467 -0.004541140
## demo$gender2  0.02867357  0.006329571  0.017196312  0.0096097503  0.007411678
## demo$gender3  0.02622271  0.036239145  0.001646745 -0.0206851885 -0.047378509
## demo$gender4 -0.04354473 -0.032136924 -0.018120697  0.0056039925  0.022253986
##                       186           187          188           189          190
## (Intercept)   0.068655105  0.0456672504  0.122660049  0.0701170337  0.068655105
## demo$gender1 -0.004541140  0.0205748363 -0.008518792  0.0197512203 -0.004541140
## demo$gender2  0.007411678  0.0221918815 -0.001373400  0.0208324388  0.007411678
## demo$gender3 -0.047378509 -0.0002127049 -0.042660049 -0.0003495918 -0.047378509
## demo$gender4  0.022253986 -0.0212770065  0.026276121 -0.0201170337  0.022253986
##                       191         192         193          194           195
## (Intercept)   0.049550982  0.14595633  0.06647954  0.060739400  0.0456672504
## demo$gender1  0.011732431  0.02323519  0.02964888  0.008240711  0.0205748363
## demo$gender2  0.019460199  0.01292439  0.02326959  0.012072726  0.0221918815
## demo$gender3 -0.027328760  0.03353085  0.02875855  0.005927267 -0.0002127049
## demo$gender4 -0.001931935 -0.03484522 -0.04083851 -0.013120352 -0.0212770065
##                      196          197         198         199         200
## (Intercept)   0.04354473  0.052769473  0.04354473  0.09282371  0.06647954
## demo$gender1  0.03219317  0.017737468  0.03219317  0.02893743  0.02964888
## demo$gender2  0.02867357  0.023110635  0.02867357  0.02231931  0.02326959
## demo$gender3  0.02622271 -0.030547251  0.02622271  0.02912751  0.02875855
## demo$gender4 -0.04354473 -0.005150426 -0.04354473 -0.04019213 -0.04083851
##                       201          202         203          204           205
## (Intercept)   0.054503458  0.054503458  0.04354473  0.139860576  0.1031987637
## demo$gender1  0.006964334  0.006964334  0.03219317 -0.008967095  0.0006498196
## demo$gender2  0.017011156  0.017011156  0.02867357 -0.002823728  0.0033909160
## demo$gender3 -0.054503458 -0.054503458  0.02622271 -0.041821360 -0.0198654304
## demo$gender4  0.015263984  0.015263984 -0.04354473  0.026806091  0.0079123474
##                      206          207          208          209         210
## (Intercept)   0.04354473  0.054503458  0.068655105  0.068655105  0.06647348
## demo$gender1  0.03219317  0.006964334 -0.004541140 -0.004541140  0.02921349
## demo$gender2  0.02867357  0.017011156  0.007411678  0.007411678  0.02368679
## demo$gender3  0.02622271 -0.054503458 -0.047378509 -0.047378509  0.02876462
## demo$gender4 -0.04354473  0.015263984  0.022253986  0.022253986 -0.04083245
##                       211          212         213         214          215
## (Intercept)   0.050865749  0.054503458  0.06647348  0.04354473  0.054503458
## demo$gender1  0.015496409  0.006964334  0.02921349  0.03219317  0.006964334
## demo$gender2  0.019640522  0.017011156  0.02368679  0.02867357  0.017011156
## demo$gender3 -0.028643527 -0.054503458  0.02876462  0.02622271 -0.054503458
## demo$gender4 -0.003246702  0.015263984 -0.04083245 -0.04354473  0.015263984
##                       216         217           218          219          220
## (Intercept)   0.062643124  0.14595633  0.0945359375  0.122660049  0.068655105
## demo$gender1  0.010481769  0.02323519  0.0178689013 -0.008518792 -0.004541140
## demo$gender2  0.015542840  0.01292439  0.0166546621 -0.001373400  0.007411678
## demo$gender3  0.004023543  0.03353085  0.0007021577 -0.042660049 -0.047378509
## demo$gender4 -0.015024076 -0.03484522 -0.0176128606  0.026276121  0.022253986
##                      221          222          223          224          225
## (Intercept)   0.14516338  0.082128110  0.047616179  0.054503458  0.105478835
## demo$gender1  0.02335409  0.004759298  0.022870442  0.006964334  0.001619745
## demo$gender2  0.01042666  0.004374479  0.025743061  0.017011156 -0.001462309
## demo$gender3  0.03432380  0.008780981 -0.002161633 -0.054503458  0.010800234
## demo$gender4 -0.03405227 -0.008957379 -0.023225935  0.015263984 -0.005478835
##                       226          227         228         229         230
## (Intercept)   0.047616179  0.054503458  0.06551774  0.08958294  0.04354473
## demo$gender1  0.022870442  0.006964334  0.02909330  0.02637295  0.03219317
## demo$gender2  0.025743061  0.017011156  0.02093977  0.01516149  0.02867357
## demo$gender3 -0.002161633 -0.054503458  0.02972036  0.03236828  0.02622271
## demo$gender4 -0.023225935  0.015263984 -0.03987671 -0.03695136 -0.04354473
##                       231          232          233         234          235
## (Intercept)   0.068655105  0.131647727  0.060739400  0.08957751  0.068655105
## demo$gender1 -0.004541140  0.011025514  0.008240711  0.02592899 -0.004541140
## demo$gender2  0.007411678  0.002659643  0.012072726  0.01558916  0.007411678
## demo$gender3 -0.047378509  0.039083980  0.005927267  0.03237371 -0.047378509
## demo$gender4  0.022253986 -0.026384569 -0.013120352 -0.03694593  0.022253986
##                       236          237          238          239         240
## (Intercept)   0.143248035  0.122660049  0.060739400  0.090731777  0.08958294
## demo$gender1  0.021705131 -0.008518792  0.008240711  0.014356078  0.02637295
## demo$gender2  0.006329571 -0.001373400  0.012072726  0.008755004  0.01516149
## demo$gender3  0.036239145 -0.042660049  0.005927267  0.004506318  0.03236828
## demo$gender4 -0.032136924  0.026276121 -0.013120352 -0.013808700 -0.03695136
##                      241         242          243          244          245
## (Intercept)   0.04354473  0.04354473  0.139860576  0.049550982  0.145647519
## demo$gender1  0.03219317  0.03219317 -0.008967095  0.011732431  0.011145248
## demo$gender2  0.02867357  0.02867357 -0.002823728  0.019460199  0.005527040
## demo$gender3  0.02622271  0.02622271 -0.041821360 -0.027328760  0.004352481
## demo$gender4 -0.04354473 -0.04354473  0.026806091 -0.001931935 -0.010512384
##                        246          247          248          249          250
## (Intercept)   0.0456672504  0.052769473  0.087439613  0.054503458  0.068655105
## demo$gender1  0.0205748363  0.017737468 -0.006152701  0.006964334 -0.004541140
## demo$gender2  0.0221918815  0.023110635  0.004582650  0.017011156  0.007411678
## demo$gender3 -0.0002127049 -0.030547251 -0.045772946 -0.054503458 -0.047378509
## demo$gender4 -0.0212770065 -0.005150426  0.023671498  0.015263984  0.022253986
##                        251          252          253          254          255
## (Intercept)   0.1230842535  0.068655105  0.048962180  0.139860576  0.068127323
## demo$gender1 -0.0076954905 -0.004541140  0.026722755 -0.008967095  0.017825435
## demo$gender2 -0.0009240895  0.007411678  0.025928752 -0.002823728  0.016789092
## demo$gender3 -0.0430842535 -0.047378509 -0.003507635 -0.041821360  0.001640119
## demo$gender4  0.0258519167  0.022253986 -0.024571936  0.026806091 -0.018127323
##                        256          257         258         259          260
## (Intercept)   0.3159893996  0.068655105  0.08089624  0.04354473  0.068655105
## demo$gender1  0.0151192674 -0.004541140  0.01598748  0.03219317 -0.004541140
## demo$gender2 -0.0007374063  0.007411678  0.01042217  0.02867357  0.007411678
## demo$gender3  0.0369517769 -0.047378509  0.03538283  0.02622271 -0.047378509
## demo$gender4 -0.0256668190  0.022253986 -0.03089624 -0.04354473  0.022253986
##                        261         262         263         264         265
## (Intercept)   0.0641634494  0.06551774  0.08958294  0.10104406  0.10104406
## demo$gender1 -0.0001325467  0.02909330  0.02637295  0.00240936  0.00240936
## demo$gender2  0.0096097503  0.02093977  0.01516149  0.01136582  0.01136582
## demo$gender3 -0.0206851885  0.02972036  0.03236828 -0.05558951 -0.05558951
## demo$gender4  0.0056039925 -0.03987671 -0.03695136  0.02090716  0.02090716
##                       266          267          268           269          270
## (Intercept)   0.068655105  0.049550982  0.068655105  0.0729441910  0.047616179
## demo$gender1 -0.004541140  0.011732431 -0.004541140  0.0127064376  0.022870442
## demo$gender2  0.007411678  0.019460199  0.007411678  0.0143301267  0.025743061
## demo$gender3 -0.047378509 -0.027328760 -0.047378509 -0.0274896456 -0.002161633
## demo$gender4  0.022253986 -0.001931935  0.022253986  0.0002265407 -0.023225935
##                       271         272           273         274         275
## (Intercept)   0.049550982  0.11675074  0.1233489745  0.04354473  0.08957751
## demo$gender1  0.011732431  0.02463350 -0.0075273520  0.03219317  0.02592899
## demo$gender2  0.019460199  0.01345655 -0.0002980648  0.02867357  0.01558916
## demo$gender3 -0.027328760  0.03324926 -0.0433489745  0.02622271  0.03237371
## demo$gender4 -0.001931935 -0.03566966  0.0255871957 -0.04354473 -0.03694593
##                       276         277         278         279         280
## (Intercept)   0.105862294  0.09282371  0.08957751  0.06719053  0.06551774
## demo$gender1 -0.006194815  0.02893743  0.02592899  0.01728539  0.02909330
## demo$gender2  0.001687641  0.02231931  0.01558916  0.01451876  0.02093977
## demo$gender3 -0.044637804  0.02912751  0.03237371  0.00257691  0.02972036
## demo$gender4  0.024572489 -0.04019213 -0.03694593 -0.01719053 -0.03987671
##                       281          282         283         284          285
## (Intercept)   0.068655105  0.068655105  0.04354473  0.11674602  0.049550982
## demo$gender1 -0.004541140 -0.004541140  0.03219317  0.02418067  0.011732431
## demo$gender2  0.007411678  0.007411678  0.02867357  0.01389523  0.019460199
## demo$gender3 -0.047378509 -0.047378509  0.02622271  0.03325398 -0.027328760
## demo$gender4  0.022253986  0.022253986 -0.04354473 -0.03566494 -0.001931935
##                       286          287          288           289           290
## (Intercept)   0.122660049  0.068127323  0.105691685  0.1051600824  0.0641634494
## demo$gender1 -0.008518792  0.017825435 -0.007520483 -0.0072055423 -0.0001325467
## demo$gender2 -0.001373400  0.016789092  0.002501482  0.0005917345  0.0096097503
## demo$gender3 -0.042660049  0.001640119 -0.044467195 -0.0439355926 -0.0206851885
## demo$gender4  0.026276121 -0.018127323  0.024743098  0.0252747002  0.0056039925
##                       291           292          293           294         295
## (Intercept)   0.068655105  9.530059e-02  0.060739400  0.0641634494  0.06551774
## demo$gender1 -0.004541140  1.852819e-02  0.008240711 -0.0001325467  0.02909330
## demo$gender2  0.007411678  1.828934e-02  0.012072726  0.0096097503  0.02093977
## demo$gender3 -0.047378509 -6.249909e-05  0.005927267 -0.0206851885  0.02972036
## demo$gender4  0.022253986 -1.837752e-02 -0.013120352  0.0056039925 -0.03987671
##                       296          297         298          299          300
## (Intercept)   0.049550982  0.068655105  0.04354473  0.088155633  0.068655105
## demo$gender1  0.011732431 -0.004541140  0.03219317 -0.005121921 -0.004541140
## demo$gender2  0.019460199  0.007411678  0.02867357  0.005699931  0.007411678
## demo$gender3 -0.027328760 -0.047378509  0.02622271 -0.046488966 -0.047378509
## demo$gender4 -0.001931935  0.022253986 -0.04354473  0.022955478  0.022253986
##                       301           302           303          304          305
## (Intercept)   0.050865749  0.1051600824  0.0943448558  0.068655105  0.049550982
## demo$gender1  0.015496409 -0.0072055423  0.0184079985 -0.004541140  0.011732431
## demo$gender2  0.019640522  0.0005917345  0.0155423198  0.007411678  0.019460199
## demo$gender3 -0.028643527 -0.0439355926  0.0008932394 -0.047378509 -0.027328760
## demo$gender4 -0.003246702  0.0252747002 -0.0174217789  0.022253986 -0.001931935
##                       306         307          308          309          310
## (Intercept)   0.054503458  0.14700330  0.208469917  0.068655105  0.049550982
## demo$gender1  0.006964334  0.02481155  0.009226423 -0.004541140  0.011732431
## demo$gender2  0.017011156  0.01448895  0.005657013  0.007411678  0.019460199
## demo$gender3 -0.054503458  0.03248388  0.002056398 -0.047378509 -0.027328760
## demo$gender4  0.015263984 -0.03589219 -0.008469917  0.022253986 -0.001931935
##                       311          312
## (Intercept)   0.087172699  0.068655105
## demo$gender1 -0.005656292 -0.004541140
## demo$gender2  0.003285500  0.007411678
## demo$gender3 -0.045506032 -0.047378509
## demo$gender4  0.023938412  0.022253986
## 
## $f.perms
##               [,1]
##    [1,]  1.7703848
##    [2,]  0.9109679
##    [3,]  1.0615230
##    [4,]  0.2523999
##    [5,]  1.3908129
##    [6,]  0.9321554
##    [7,]  1.0547783
##    [8,]  0.3012897
##    [9,]  0.6212808
##   [10,]  0.4213109
##   [11,]  0.5126799
##   [12,]  0.7788800
##   [13,]  0.6716213
##   [14,]  0.2295480
##   [15,]  0.4688224
##   [16,]  0.2712570
##   [17,]  0.5915730
##   [18,]  0.3270008
##   [19,]  0.3610398
##   [20,]  0.8812227
##   [21,]  0.5349256
##   [22,]  0.3803988
##   [23,]  0.3649987
##   [24,]  0.3113847
##   [25,]  0.4927208
##   [26,]  0.6143037
##   [27,]  0.7080405
##   [28,]  1.2278587
##   [29,]  0.7632853
##   [30,]  0.2340081
##   [31,]  0.7912305
##   [32,]  1.0359002
##   [33,]  0.7641483
##   [34,]  1.9295497
##   [35,]  0.4598569
##   [36,]  0.8130561
##   [37,]  1.2224293
##   [38,]  0.3956698
##   [39,]  0.2249815
##   [40,]  0.4333007
##   [41,]  0.3752255
##   [42,]  0.3823376
##   [43,]  0.5699470
##   [44,]  0.4258752
##   [45,]  0.3825444
##   [46,]  1.0633146
##   [47,]  0.4663080
##   [48,]  0.3138205
##   [49,]  0.6309269
##   [50,]  0.3525709
##   [51,]  0.3590449
##   [52,]  0.6795117
##   [53,]  0.3003319
##   [54,]  0.5899774
##   [55,]  0.4988593
##   [56,]  0.5418248
##   [57,]  0.8818164
##   [58,]  0.4490628
##   [59,]  0.6098075
##   [60,]  0.5717071
##   [61,]  0.4654682
##   [62,]  0.4439444
##   [63,]  0.5473894
##   [64,]  0.6760309
##   [65,]  0.7512263
##   [66,]  0.9100534
##   [67,]  0.3919520
##   [68,]  1.2587504
##   [69,]  0.5222478
##   [70,]  1.7723624
##   [71,]  0.5662011
##   [72,]  0.3551228
##   [73,]  0.5222132
##   [74,]  0.2612283
##   [75,]  0.3085243
##   [76,]  0.4505183
##   [77,]  1.0171854
##   [78,]  0.2112877
##   [79,]  0.2624111
##   [80,]  0.8886619
##   [81,]  1.3550321
##   [82,]  1.6345922
##   [83,]  0.2785429
##   [84,]  1.0858720
##   [85,]  0.6243683
##   [86,]  0.3286452
##   [87,]  3.3102851
##   [88,]  1.7476457
##   [89,]  0.6834531
##   [90,]  0.4510720
##   [91,]  0.9463652
##   [92,]  0.8886339
##   [93,]  0.5195329
##   [94,]  1.7057103
##   [95,]  0.5952402
##   [96,]  1.0631565
##   [97,]  0.6366305
##   [98,]  0.6748384
##   [99,]  0.5552289
##  [100,]  0.5366215
##  [101,]  3.1378402
##  [102,]  2.5551992
##  [103,]  1.0260378
##  [104,]  0.6045522
##  [105,]  0.7108410
##  [106,]  1.5844447
##  [107,]  0.5734968
##  [108,]  0.5719792
##  [109,]  1.0032812
##  [110,]  0.3142898
##  [111,]  1.0320912
##  [112,]  0.4570395
##  [113,]  0.5856664
##  [114,]  0.2144727
##  [115,]  0.8227926
##  [116,]  1.4129445
##  [117,]  0.4652461
##  [118,]  0.3716621
##  [119,]  0.3516556
##  [120,]  1.8535841
##  [121,]  0.6413692
##  [122,]  0.7194518
##  [123,]  0.9146075
##  [124,]  0.2056725
##  [125,]  0.4843707
##  [126,]  2.5578882
##  [127,]  0.3588393
##  [128,]  1.1963772
##  [129,]  2.5519762
##  [130,]  0.4433393
##  [131,]  0.9082604
##  [132,]  0.7336954
##  [133,]  1.6503891
##  [134,]  0.6722962
##  [135,]  0.5448781
##  [136,]  0.1653209
##  [137,]  0.6849711
##  [138,]  0.5994023
##  [139,]  0.5023324
##  [140,]  0.8174218
##  [141,]  0.4751006
##  [142,]  0.6762659
##  [143,]  0.5210247
##  [144,]  0.6581901
##  [145,]  0.2333774
##  [146,]  0.8583467
##  [147,]  0.4734953
##  [148,]  0.5504651
##  [149,]  0.7670365
##  [150,]  0.9261674
##  [151,]  0.8250361
##  [152,]  0.3502664
##  [153,]  0.9755133
##  [154,]  0.5235875
##  [155,]  1.1921275
##  [156,]  1.4992933
##  [157,]  0.4588037
##  [158,]  0.7883791
##  [159,]  1.5225940
##  [160,]  0.6537702
##  [161,]  0.7370591
##  [162,]  0.5147393
##  [163,]  0.2808316
##  [164,]  0.4837482
##  [165,]  0.3240934
##  [166,]  0.7446503
##  [167,]  0.7286010
##  [168,]  0.2491104
##  [169,]  0.8790953
##  [170,]  0.4092621
##  [171,]  0.8678908
##  [172,]  0.9735732
##  [173,] 44.6984923
##  [174,]  0.3849105
##  [175,]  0.1691503
##  [176,]  0.4426996
##  [177,]  1.8608871
##  [178,]  0.5974673
##  [179,]  0.3954802
##  [180,]  0.5327065
##  [181,]  0.7875890
##  [182,]  0.4327288
##  [183,]  0.6198616
##  [184,]  0.6915410
##  [185,]  0.3621978
##  [186,]  2.1320503
##  [187,]  0.7058336
##  [188,]  0.4332800
##  [189,]  0.8355083
##  [190,]  0.4998558
##  [191,]  0.9383510
##  [192,]  0.5607654
##  [193,]  0.6629890
##  [194,]  0.4829203
##  [195,]  1.4790700
##  [196,]  0.6915936
##  [197,]  0.4690980
##  [198,]  0.5787053
##  [199,]  0.3661307
##  [200,]  0.9553230
##  [201,]  0.7368813
##  [202,]  0.4140058
##  [203,]  0.4083202
##  [204,]  0.3640828
##  [205,]  1.0647890
##  [206,]  0.3695715
##  [207,]  0.5856109
##  [208,]  0.7437802
##  [209,]  0.3558592
##  [210,]  0.2562106
##  [211,]  0.9940657
##  [212,]  0.6010866
##  [213,]  0.9261682
##  [214,]  0.5409518
##  [215,]  0.3628077
##  [216,]  0.4022099
##  [217,]  0.6569608
##  [218,]  0.3939291
##  [219,]  0.7302573
##  [220,]  0.4783781
##  [221,]  0.4265600
##  [222,]  0.9258236
##  [223,]  0.3566384
##  [224,]  0.9617480
##  [225,]  0.6429310
##  [226,]  0.9162687
##  [227,]  1.1048141
##  [228,]  1.9895327
##  [229,]  1.1886228
##  [230,]  0.9122399
##  [231,]  0.3618894
##  [232,]  1.0496048
##  [233,]  0.5155786
##  [234,]  0.6973763
##  [235,]  0.6699401
##  [236,]  0.9399165
##  [237,]  0.5420875
##  [238,]  1.2273238
##  [239,]  3.6716652
##  [240,]  3.3758536
##  [241,]  0.9771896
##  [242,]  0.3912724
##  [243,]  0.4691183
##  [244,]  0.4490424
##  [245,]  0.5047234
##  [246,]  0.6862405
##  [247,]  0.4203931
##  [248,]  0.3809100
##  [249,]  0.3410514
##  [250,]  0.4055796
##  [251,]  0.2532576
##  [252,]  0.7178346
##  [253,]  2.4855422
##  [254,]  0.5953180
##  [255,]  0.3182578
##  [256,]  1.0162196
##  [257,]  0.8978178
##  [258,]  0.9262827
##  [259,]  0.8722273
##  [260,]  0.6613386
##  [261,]  0.5032345
##  [262,]  0.4395823
##  [263,]  0.5485958
##  [264,]  0.1449832
##  [265,]  0.7365027
##  [266,]  0.8336016
##  [267,]  0.7053736
##  [268,]  0.9236031
##  [269,]  0.2197206
##  [270,]  0.3057218
##  [271,]  0.9007999
##  [272,]  0.6906150
##  [273,]  0.4854851
##  [274,]  0.7624970
##  [275,]  0.3786824
##  [276,]  1.1417578
##  [277,]  0.7786558
##  [278,]  0.8400130
##  [279,]  0.7426444
##  [280,]  0.4281334
##  [281,]  0.9166142
##  [282,]  0.6805373
##  [283,]  0.8864301
##  [284,]  0.4480619
##  [285,]  0.3084156
##  [286,]  1.6629127
##  [287,]  1.2567531
##  [288,]  0.4054320
##  [289,]  1.2505506
##  [290,]  1.0266562
##  [291,]  0.5086308
##  [292,]  1.7729119
##  [293,]  0.6890839
##  [294,]  0.3855606
##  [295,]  1.7554407
##  [296,]  0.6076620
##  [297,]  1.0926393
##  [298,]  0.4060944
##  [299,]  2.6114867
##  [300,]  0.5905830
##  [301,]  0.7132324
##  [302,] 44.7676474
##  [303,]  0.3515072
##  [304,]  3.9428796
##  [305,]  3.6251696
##  [306,]  1.3217142
##  [307,]  0.8839672
##  [308,]  0.3191895
##  [309,]  0.3363151
##  [310,]  1.0564771
##  [311,]  0.6951737
##  [312,]  0.3462371
##  [313,]  0.8233809
##  [314,]  0.5999759
##  [315,]  2.0513366
##  [316,]  3.6450652
##  [317,]  0.4970428
##  [318,]  0.5608219
##  [319,]  0.5124796
##  [320,]  0.3931585
##  [321,]  0.9516072
##  [322,]  0.7622828
##  [323,]  1.3335948
##  [324,]  0.3268266
##  [325,]  0.4679721
##  [326,]  0.5357474
##  [327,]  0.5718471
##  [328,]  0.6544269
##  [329,]  0.2111288
##  [330,]  0.4072414
##  [331,]  0.7666621
##  [332,]  0.4635828
##  [333,]  0.8799355
##  [334,]  0.7189545
##  [335,]  0.5331942
##  [336,]  0.3590641
##  [337,]  0.3693670
##  [338,]  0.3046700
##  [339,]  3.2420250
##  [340,]  1.2402058
##  [341,]  0.8605355
##  [342,]  0.8972308
##  [343,]  0.3218887
##  [344,]  0.3538719
##  [345,]  0.8255634
##  [346,]  0.2819530
##  [347,]  1.0445252
##  [348,]  0.5092386
##  [349,]  0.9941457
##  [350,]  0.5559955
##  [351,]  1.6614040
##  [352,]  0.5941945
##  [353,]  0.5921974
##  [354,]  0.4511402
##  [355,]  0.7371302
##  [356,]  0.4515622
##  [357,]  0.3062458
##  [358,]  0.7293797
##  [359,]  0.5924443
##  [360,]  1.3851686
##  [361,]  0.2498069
##  [362,]  0.2519326
##  [363,]  0.3093593
##  [364,]  0.2254677
##  [365,]  1.7290678
##  [366,]  0.5427702
##  [367,]  0.5826295
##  [368,]  0.5345057
##  [369,]  0.3636669
##  [370,]  0.5633597
##  [371,]  0.6378976
##  [372,]  0.5040035
##  [373,]  1.5933404
##  [374,]  0.9261464
##  [375,]  1.4532220
##  [376,]  3.1873532
##  [377,]  0.8500272
##  [378,]  0.5182491
##  [379,] 43.7468708
##  [380,]  0.4023527
##  [381,]  0.3388480
##  [382,]  0.6676407
##  [383,]  0.7387021
##  [384,]  2.1589790
##  [385,]  0.6791201
##  [386,]  0.6671681
##  [387,]  0.2594616
##  [388,]  0.3565383
##  [389,]  0.5228678
##  [390,]  0.3765073
##  [391,]  0.8579786
##  [392,]  0.5354344
##  [393,]  2.5762556
##  [394,]  0.1454448
##  [395,]  0.6091097
##  [396,]  0.2921032
##  [397,]  0.3297965
##  [398,]  0.5195412
##  [399,]  1.1294049
##  [400,]  0.2016767
##  [401,]  0.7378942
##  [402,]  0.9086099
##  [403,]  0.7054698
##  [404,]  0.7499314
##  [405,]  0.7765009
##  [406,]  0.9537834
##  [407,]  0.6601756
##  [408,]  0.3868347
##  [409,]  0.7651307
##  [410,]  0.4200907
##  [411,]  0.3742724
##  [412,]  0.4160762
##  [413,]  0.7856545
##  [414,]  0.5353206
##  [415,]  0.2455499
##  [416,]  0.4465350
##  [417,]  0.7416860
##  [418,]  0.7073481
##  [419,]  0.3977257
##  [420,]  0.2718802
##  [421,]  0.7727417
##  [422,]  0.5678965
##  [423,]  0.3871724
##  [424,]  0.2932918
##  [425,]  0.8282977
##  [426,]  0.4577929
##  [427,]  0.3373997
##  [428,]  0.4594790
##  [429,]  0.7974191
##  [430,]  0.2658746
##  [431,]  0.5684929
##  [432,]  0.5305787
##  [433,]  1.3836135
##  [434,]  0.3077548
##  [435,]  0.5048280
##  [436,]  0.3942325
##  [437,]  0.3926334
##  [438,]  1.9328663
##  [439,]  1.7771913
##  [440,]  0.4619441
##  [441,]  0.6283436
##  [442,]  0.8061851
##  [443,]  0.9452046
##  [444,]  0.4711562
##  [445,]  0.6066682
##  [446,]  0.3615382
##  [447,]  0.2292889
##  [448,]  0.2679140
##  [449,]  0.5943707
##  [450,]  1.3506346
##  [451,]  0.7996265
##  [452,]  0.9951450
##  [453,]  0.2447205
##  [454,]  0.5644879
##  [455,]  0.5548528
##  [456,]  1.1282479
##  [457,]  0.9078369
##  [458,]  0.9278203
##  [459,]  0.5289748
##  [460,]  1.3368937
##  [461,]  0.4863926
##  [462,]  0.5792631
##  [463,]  0.5421123
##  [464,]  0.5116770
##  [465,]  0.5487033
##  [466,]  0.5702460
##  [467,]  0.6400857
##  [468,]  0.3225624
##  [469,]  0.5415230
##  [470,]  1.0708979
##  [471,]  0.9002773
##  [472,]  0.6500349
##  [473,]  0.4179960
##  [474,]  1.4270615
##  [475,]  0.4945075
##  [476,]  0.7961713
##  [477,]  0.9621094
##  [478,]  0.2202220
##  [479,]  1.1207500
##  [480,] 44.6084265
##  [481,]  0.5374935
##  [482,]  0.5982282
##  [483,]  0.7797826
##  [484,]  0.4001171
##  [485,]  0.2828057
##  [486,]  0.3789592
##  [487,]  0.2530143
##  [488,]  0.5793825
##  [489,]  0.3879873
##  [490,]  0.8357602
##  [491,]  3.1981840
##  [492,]  0.3139708
##  [493,]  0.3122829
##  [494,]  0.1978219
##  [495,]  0.7265332
##  [496,]  0.6260474
##  [497,]  0.2870573
##  [498,]  0.9299215
##  [499,]  1.1691146
##  [500,]  1.0478283
##  [501,]  0.2141712
##  [502,]  2.2960920
##  [503,]  1.0436513
##  [504,]  0.8925114
##  [505,]  0.2618223
##  [506,]  1.2334598
##  [507,]  0.8999013
##  [508,]  1.0576134
##  [509,]  0.2347965
##  [510,]  0.6762257
##  [511,]  1.1202466
##  [512,]  0.3299228
##  [513,]  0.7391855
##  [514,]  0.5437937
##  [515,]  0.3660630
##  [516,]  0.9668554
##  [517,]  0.3893929
##  [518,]  0.2757413
##  [519,]  0.2425827
##  [520,]  1.4764510
##  [521,]  1.3757603
##  [522,]  0.4355905
##  [523,]  0.5370751
##  [524,]  0.3062456
##  [525,]  0.2780192
##  [526,]  0.4511814
##  [527,]  1.3362215
##  [528,]  0.6747776
##  [529,] 44.3531471
##  [530,]  0.3267729
##  [531,]  0.7465760
##  [532,]  0.5209727
##  [533,]  2.6724321
##  [534,]  0.8682006
##  [535,]  0.3694553
##  [536,]  0.2017528
##  [537,]  0.3218683
##  [538,]  0.4064912
##  [539,]  0.3234605
##  [540,]  1.5188287
##  [541,]  0.7148203
##  [542,]  1.0845348
##  [543,]  1.2078742
##  [544,]  0.3037882
##  [545,]  0.4535252
##  [546,]  0.9048829
##  [547,]  0.2911507
##  [548,]  0.3643502
##  [549,]  0.3557438
##  [550,]  0.2965189
##  [551,]  0.8083313
##  [552,]  0.9926609
##  [553,]  1.3814904
##  [554,]  0.9772249
##  [555,]  0.8089753
##  [556,]  0.4216409
##  [557,]  0.1199749
##  [558,]  0.3158816
##  [559,]  1.3874067
##  [560,]  0.7312288
##  [561,]  0.3830819
##  [562,]  0.3102202
##  [563,]  2.1401648
##  [564,]  0.4741228
##  [565,]  0.3670272
##  [566,]  0.2548211
##  [567,]  0.6249378
##  [568,]  0.4926982
##  [569,]  0.2686680
##  [570,]  0.3719214
##  [571,]  0.6543614
##  [572,]  0.5176744
##  [573,]  0.9227031
##  [574,]  0.3300571
##  [575,]  2.0958401
##  [576,]  0.5317357
##  [577,]  0.5066912
##  [578,]  0.5203476
##  [579,]  0.6782730
##  [580,]  0.8700799
##  [581,]  0.4291336
##  [582,]  0.3188973
##  [583,]  0.9248114
##  [584,]  0.4573906
##  [585,]  0.7540584
##  [586,]  1.6225838
##  [587,]  1.4384232
##  [588,]  0.3129301
##  [589,]  3.5093191
##  [590,]  0.7189029
##  [591,]  0.7092959
##  [592,]  2.1497625
##  [593,]  0.4500494
##  [594,]  0.3381198
##  [595,]  0.6470428
##  [596,]  0.7311090
##  [597,]  0.2708369
##  [598,]  0.2281764
##  [599,]  0.3711898
##  [600,]  0.2540195
##  [601,]  0.4147958
##  [602,]  0.4448085
##  [603,]  0.2219616
##  [604,]  0.8515024
##  [605,]  0.3547891
##  [606,]  0.2598689
##  [607,]  0.4280398
##  [608,]  0.7900019
##  [609,]  0.4087116
##  [610,]  0.8969596
##  [611,]  0.6049545
##  [612,]  0.8028129
##  [613,]  0.8588475
##  [614,]  0.3584508
##  [615,]  0.8187946
##  [616,]  0.4246741
##  [617,]  0.9019658
##  [618,]  0.2018302
##  [619,]  2.6946515
##  [620,]  0.3062914
##  [621,]  0.1819969
##  [622,]  0.7196024
##  [623,]  0.2268959
##  [624,]  0.6046079
##  [625,]  0.7684001
##  [626,]  0.4775088
##  [627,]  1.0532850
##  [628,]  1.1249144
##  [629,]  0.5460355
##  [630,]  1.7989779
##  [631,]  0.4549766
##  [632,]  0.8073602
##  [633,]  0.5388784
##  [634,]  0.6142111
##  [635,]  0.4602035
##  [636,]  0.4456325
##  [637,]  0.5207314
##  [638,]  0.2162034
##  [639,]  2.7520591
##  [640,]  0.3056555
##  [641,]  0.2882152
##  [642,]  0.5406316
##  [643,]  0.8601211
##  [644,]  2.3566336
##  [645,]  0.3786311
##  [646,]  0.4643716
##  [647,]  0.5450360
##  [648,]  0.5355000
##  [649,]  0.2833425
##  [650,]  0.4182711
##  [651,]  0.6487596
##  [652,]  0.1249552
##  [653,]  0.4622688
##  [654,]  1.3934419
##  [655,]  0.6817408
##  [656,]  0.2640000
##  [657,]  0.5047531
##  [658,]  0.4594635
##  [659,]  0.8297701
##  [660,]  0.5455300
##  [661,]  0.4509416
##  [662,]  1.1799995
##  [663,]  0.8613236
##  [664,]  0.4587579
##  [665,]  0.4755561
##  [666,]  0.8487959
##  [667,]  1.1169253
##  [668,]  0.6813426
##  [669,]  0.6271282
##  [670,]  1.0172916
##  [671,]  0.3237638
##  [672,]  3.1786711
##  [673,]  0.3958202
##  [674,] 44.9328149
##  [675,]  0.6464058
##  [676,]  0.3262289
##  [677,]  0.4038426
##  [678,]  0.6202836
##  [679,]  3.2490044
##  [680,]  0.4196332
##  [681,]  0.3782522
##  [682,]  0.8885724
##  [683,]  0.3937846
##  [684,]  0.5090005
##  [685,]  0.3598939
##  [686,]  0.5982119
##  [687,]  0.6999875
##  [688,]  0.2832880
##  [689,]  0.9549758
##  [690,]  0.6273554
##  [691,]  0.7370601
##  [692,]  0.2746424
##  [693,]  0.5071225
##  [694,]  0.9422498
##  [695,]  0.7628516
##  [696,]  0.3417473
##  [697,]  0.3698568
##  [698,]  2.8519221
##  [699,]  0.9559011
##  [700,]  0.2744536
##  [701,] 43.6474855
##  [702,]  0.6506502
##  [703,]  2.5221515
##  [704,]  0.3888956
##  [705,]  3.2331697
##  [706,]  0.6183052
##  [707,]  0.7178608
##  [708,]  0.7819637
##  [709,]  2.6406682
##  [710,]  0.7662871
##  [711,]  0.4894513
##  [712,]  0.9516574
##  [713,]  0.4052305
##  [714,]  1.1648798
##  [715,]  0.8365851
##  [716,]  0.6499776
##  [717,]  0.6782806
##  [718,]  0.6786270
##  [719,]  0.6092847
##  [720,]  1.1511797
##  [721,]  0.6461777
##  [722,]  2.4548227
##  [723,]  0.8112431
##  [724,]  0.3561288
##  [725,] 44.0870152
##  [726,]  3.2604394
##  [727,]  0.2047958
##  [728,]  1.1753844
##  [729,]  0.5482623
##  [730,]  0.7392940
##  [731,]  0.9783314
##  [732,]  0.5290460
##  [733,]  2.1449013
##  [734,]  0.6446719
##  [735,]  0.6153560
##  [736,]  1.6999424
##  [737,]  0.5911469
##  [738,]  1.1821626
##  [739,]  0.5055307
##  [740,]  0.4189962
##  [741,]  0.3246463
##  [742,]  0.5744418
##  [743,]  0.2408695
##  [744,]  1.2709161
##  [745,]  2.5658485
##  [746,]  0.5958316
##  [747,]  0.5989651
##  [748,]  0.2765748
##  [749,]  0.5588632
##  [750,]  0.5616624
##  [751,]  0.2877799
##  [752,]  0.6824598
##  [753,]  0.2159806
##  [754,]  0.3586736
##  [755,]  0.7770605
##  [756,]  0.2440327
##  [757,]  0.2735931
##  [758,]  0.5507514
##  [759,]  0.8167692
##  [760,]  0.5142746
##  [761,]  0.6738481
##  [762,]  0.5540695
##  [763,]  0.4667027
##  [764,]  2.7154150
##  [765,]  0.1377513
##  [766,]  0.3253752
##  [767,]  0.1989104
##  [768,]  2.0773852
##  [769,]  0.3618778
##  [770,]  0.9951833
##  [771,]  0.1825407
##  [772,]  0.7777258
##  [773,]  0.8880551
##  [774,]  0.3290001
##  [775,]  0.6791049
##  [776,]  0.7629519
##  [777,]  0.8787547
##  [778,]  0.4402395
##  [779,]  0.4228202
##  [780,]  0.4629493
##  [781,]  0.7753583
##  [782,]  0.4555803
##  [783,]  0.4308335
##  [784,]  0.5633173
##  [785,]  0.3081839
##  [786,]  0.5414861
##  [787,]  0.4062487
##  [788,]  0.6905660
##  [789,]  0.4360132
##  [790,]  0.4448725
##  [791,]  0.3251907
##  [792,]  0.5143362
##  [793,]  0.8009033
##  [794,]  0.2693903
##  [795,]  0.7425478
##  [796,]  0.7086601
##  [797,]  0.4097958
##  [798,]  1.5848056
##  [799,]  0.9789679
##  [800,]  0.2498804
##  [801,]  0.8576754
##  [802,]  0.4237791
##  [803,]  1.4875405
##  [804,]  0.2656842
##  [805,]  0.9182102
##  [806,]  0.3824130
##  [807,]  0.8314816
##  [808,]  0.3110274
##  [809,]  1.3586568
##  [810,]  0.7914802
##  [811,]  0.7561374
##  [812,]  0.3920309
##  [813,]  0.5504066
##  [814,]  0.6024409
##  [815,]  0.2827603
##  [816,]  0.5506114
##  [817,]  0.8128068
##  [818,]  1.2916358
##  [819,]  0.8758497
##  [820,]  0.6218804
##  [821,]  0.2906292
##  [822,]  0.3374039
##  [823,]  0.6395715
##  [824,]  0.6107451
##  [825,]  0.1911349
##  [826,]  0.5318086
##  [827,]  0.8100017
##  [828,]  0.4835454
##  [829,]  0.2783815
##  [830,]  0.4308516
##  [831,]  0.8419172
##  [832,]  1.9495113
##  [833,]  0.3713467
##  [834,]  0.5948068
##  [835,]  1.4752110
##  [836,]  0.6422874
##  [837,]  0.3467903
##  [838,]  0.4598946
##  [839,]  0.3456786
##  [840,]  0.8882871
##  [841,]  0.3769885
##  [842,]  0.1899843
##  [843,]  2.6640962
##  [844,]  0.4766322
##  [845,]  0.4767573
##  [846,]  1.5916459
##  [847,]  1.1199799
##  [848,]  0.2479096
##  [849,]  0.3318323
##  [850,]  0.4439690
##  [851,]  0.5413014
##  [852,]  0.4904546
##  [853,]  0.3210368
##  [854,] 46.0159192
##  [855,]  2.8440101
##  [856,]  0.8881981
##  [857,]  0.3162644
##  [858,]  0.9917092
##  [859,]  0.5046041
##  [860,]  0.4826892
##  [861,]  0.2785404
##  [862,]  0.7978758
##  [863,]  0.9830032
##  [864,]  0.3189568
##  [865,]  0.5895276
##  [866,]  1.1973476
##  [867,]  0.5479459
##  [868,]  0.4252640
##  [869,]  1.0635195
##  [870,]  0.8464081
##  [871,]  0.8166139
##  [872,]  1.3515528
##  [873,]  0.2604477
##  [874,]  0.6311533
##  [875,]  0.5708741
##  [876,]  0.5743956
##  [877,]  0.8383631
##  [878,]  2.0176209
##  [879,]  0.9318171
##  [880,]  0.4606374
##  [881,]  1.3585198
##  [882,] 46.2711492
##  [883,]  0.7324502
##  [884,]  1.6531277
##  [885,]  1.1418713
##  [886,]  0.4693678
##  [887,]  0.8455960
##  [888,]  0.7296980
##  [889,]  0.4182640
##  [890,]  0.6693056
##  [891,]  1.6150231
##  [892,]  1.1349990
##  [893,]  0.7664709
##  [894,]  0.5661533
##  [895,]  0.9450409
##  [896,]  0.2568240
##  [897,]  0.3843044
##  [898,]  0.3239887
##  [899,]  0.4800793
##  [900,]  0.2399236
##  [901,]  0.5294890
##  [902,]  2.1931954
##  [903,]  0.5778447
##  [904,]  1.0030756
##  [905,]  0.4518248
##  [906,]  3.2852462
##  [907,]  0.7323468
##  [908,]  0.5141215
##  [909,]  0.9143985
##  [910,]  0.4139179
##  [911,]  0.8754955
##  [912,]  1.1350199
##  [913,]  0.5572289
##  [914,]  0.2575756
##  [915,]  0.7571975
##  [916,]  0.2591827
##  [917,]  0.4690986
##  [918,]  0.4055931
##  [919,]  1.1155756
##  [920,]  0.5553202
##  [921,]  0.5542873
##  [922,]  0.9916538
##  [923,]  1.0773582
##  [924,]  0.6183273
##  [925,]  0.3228126
##  [926,]  2.4422529
##  [927,]  0.2916153
##  [928,]  0.4159739
##  [929,]  1.1315452
##  [930,]  0.3129482
##  [931,]  1.5018459
##  [932,]  0.2620823
##  [933,]  0.2862540
##  [934,]  0.6615820
##  [935,]  0.4359862
##  [936,]  0.7230792
##  [937,]  1.0130296
##  [938,]  0.6236324
##  [939,]  2.3657373
##  [940,]  0.6808966
##  [941,]  1.0320147
##  [942,]  0.6208496
##  [943,]  0.7272610
##  [944,]  0.4724703
##  [945,]  0.8580400
##  [946,]  0.3440222
##  [947,]  0.3261595
##  [948,]  0.5767278
##  [949,]  0.3243711
##  [950,]  1.2625926
##  [951,]  0.3243690
##  [952,]  1.7289047
##  [953,]  0.7846205
##  [954,]  0.3261588
##  [955,]  0.2189848
##  [956,]  1.1747702
##  [957,]  0.4365600
##  [958,]  0.5578344
##  [959,]  0.6890570
##  [960,]  0.9333230
##  [961,]  0.7392946
##  [962,]  1.5891483
##  [963,]  0.9920300
##  [964,]  0.6326111
##  [965,]  0.4419288
##  [966,]  0.7970069
##  [967,]  0.7339594
##  [968,]  0.6876657
##  [969,]  0.2671212
##  [970,]  0.5599137
##  [971,]  1.2087979
##  [972,]  1.1148663
##  [973,]  0.9241759
##  [974,]  0.4592113
##  [975,]  0.6449956
##  [976,]  2.3445219
##  [977,]  0.3081588
##  [978,]  0.2277897
##  [979,]  0.7976125
##  [980,]  0.4714824
##  [981,]  0.5798784
##  [982,]  0.2991516
##  [983,]  0.2909616
##  [984,]  2.1291427
##  [985,]  0.6979879
##  [986,]  2.0319154
##  [987,]  0.4042129
##  [988,]  2.4143943
##  [989,]  0.7306540
##  [990,]  0.7073831
##  [991,]  2.8387882
##  [992,]  0.4217208
##  [993,]  0.5589832
##  [994,]  0.3115806
##  [995,]  0.5444215
##  [996,]  0.5578469
##  [997,]  0.6041900
##  [998,] 44.2527294
##  [999,]  0.5096681
## 
## $model.matrix
##     (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1             1            0            1            0            0
## 2             1           -1           -1           -1           -1
## 3             1            1            0            0            0
## 4             1            1            0            0            0
## 5             1            1            0            0            0
## 6             1            1            0            0            0
## 7             1            0            1            0            0
## 8             1            1            0            0            0
## 9             1            1            0            0            0
## 10            1            0            1            0            0
## 11            1            1            0            0            0
## 12            1            1            0            0            0
## 13            1            1            0            0            0
## 14            1            1            0            0            0
## 15            1            1            0            0            0
## 16            1            1            0            0            0
## 17            1            1            0            0            0
## 18            1            0            1            0            0
## 19            1            0            1            0            0
## 20            1            1            0            0            0
## 21            1            1            0            0            0
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## 
## $terms
## per_comm_orient ~ demo$gender
## attr(,"variables")
## list(per_comm_orient, demo$gender)
## attr(,"factors")
##                 demo$gender
## per_comm_orient           0
## demo$gender               1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to gender.

Science Community Orientation

Now, Competency in Science:

Well crap, something is broke there. Let’s try running a different form of MDS, giving us a similar analysis in a different way. We can interpret this data similarly to how we did before:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs   MeanSqs F.Model      R2 Pr(>F)
## demo$gender   4    0.0142 0.0035596 0.24096 0.00313  0.922
## Residuals   307    4.5351 0.0147722         0.99687       
## Total       311    4.5493                   1.00000       
## 
## $call
## adonis(formula = sci_comm_orient ~ demo$gender)
## 
## $coefficients
##              sci_comm_orient1 sci_comm_orient2 sci_comm_orient3
## (Intercept)        5.04443198        5.1251813        5.1215988
## demo$gender1       0.06054040        0.1179126        0.1270200
## demo$gender2       0.07275552        0.2576312        0.2377762
## demo$gender3       0.95556802       -0.1251813       -0.1215988
## demo$gender4      -0.04443198       -0.1251813       -0.1215988
##              sci_comm_orient4 sci_comm_orient_ave
## (Intercept)        5.28150898          5.14318025
## demo$gender1      -0.07708909          0.05709599
## demo$gender2      -0.07838398          0.12244475
## demo$gender3       0.71849102          0.35681975
## demo$gender4      -0.28150898         -0.14318025
## 
## $coef.sites
##                          1           2             3            4             5
## (Intercept)   0.0481919947  0.05877936  0.0481919947  0.261518063  0.0481919947
## demo$gender1  0.0412705502  0.04527750  0.0412705502  0.011273703  0.0412705502
## demo$gender2  0.0300453606  0.03224884  0.0300453606  0.003356387  0.0300453606
## demo$gender3 -0.0005729471  0.01439137 -0.0005729471  0.032599584 -0.0005729471
## demo$gender4 -0.0481919947 -0.03313834 -0.0481919947 -0.011518063 -0.0481919947
##                        6            7            8            9          10
## (Intercept)   0.05414214  0.139921044  0.085650966  0.104328818  0.08857761
## demo$gender1  0.03605096  0.001955360  0.004808925  0.003642343  0.02838254
## demo$gender2  0.02872939 -0.007082257  0.001477552 -0.001960424  0.01638326
## demo$gender3 -0.03088632 -0.037880228 -0.042172705 -0.040499031  0.02361751
## demo$gender4 -0.02975189  0.009015126  0.005258125  0.006782293 -0.02191095
##                       11           12            13            14            15
## (Intercept)   0.06813604  0.085650966  0.0481919947  0.0481919947  0.0601061778
## demo$gender1  0.03227666  0.004808925  0.0412705502  0.0412705502  0.0276679664
## demo$gender2  0.02077616  0.001477552  0.0300453606  0.0300453606  0.0177952069
## demo$gender3  0.01757824 -0.042172705 -0.0005729471 -0.0005729471  0.0003589384
## demo$gender4 -0.02813604  0.005258125 -0.0481919947 -0.0481919947 -0.0357159339
##                       16           17           18           19          20
## (Intercept)   0.05877936  0.085650966  0.060191984  0.085650966  0.08173580
## demo$gender1  0.04527750  0.004808925  0.027984997  0.004808925  0.01979303
## demo$gender2  0.03224884  0.001477552  0.017735596  0.001477552  0.01153461
## demo$gender3  0.01439137 -0.042172705  0.000273132 -0.042172705 -0.02127068
## demo$gender4 -0.03313834  0.005258125 -0.035801740  0.005258125 -0.01832116
##                        21            22          23          24            25
## (Intercept)   0.138996376  0.0481919947  0.08772536  0.06516778  0.0481919947
## demo$gender1  0.007209023  0.0412705502  0.02859988  0.02313792  0.0412705502
## demo$gender2 -0.005165092  0.0300453606  0.01360915  0.01521200  0.0300453606
## demo$gender3 -0.007081482 -0.0005729471  0.02446976 -0.02880414 -0.0005729471
## demo$gender4  0.007670291 -0.0481919947 -0.02105869 -0.01754873 -0.0481919947
##                        26            27          28           29           30
## (Intercept)   0.998895028  0.0481919947  0.13152042  0.085650966  0.090676023
## demo$gender1 -0.004419890  0.0412705502  0.02773705  0.004808925  0.032209922
## demo$gender2  0.001104972  0.0300453606  0.01210409  0.001477552  0.016916298
## demo$gender3  0.001104972 -0.0005729471  0.02637431 -0.042172705  0.009323977
## demo$gender4  0.001104972 -0.0481919947 -0.02040931  0.005258125 -0.038044444
##                        31           32           33           34           35
## (Intercept)   0.085650966  0.078426352  0.225860585  0.078426352  0.085650966
## demo$gender1  0.004808925  0.009830574  0.015503529  0.009830574  0.004808925
## demo$gender2  0.001477552  0.002665166  0.005314157  0.002665166  0.001477552
## demo$gender3 -0.042172705 -0.020648574  0.031282272 -0.020648574 -0.042172705
## demo$gender4  0.005258125 -0.008658910 -0.013739373 -0.008658910  0.005258125
##                        36           37           38          39            40
## (Intercept)   0.104328818  0.078426352  0.085650966  0.05877936  0.0481919947
## demo$gender1  0.003642343  0.009830574  0.004808925  0.04527750  0.0412705502
## demo$gender2 -0.001960424  0.002665166  0.001477552  0.03224884  0.0300453606
## demo$gender3 -0.040499031 -0.020648574 -0.042172705  0.01439137 -0.0005729471
## demo$gender4  0.006782293 -0.008658910  0.005258125 -0.03313834 -0.0481919947
##                        41           42          43           44           45
## (Intercept)   0.085650966  0.085650966  0.05414214  0.111504808  0.192464942
## demo$gender1  0.004808925  0.004808925  0.03605096  0.022250280  0.019084237
## demo$gender2  0.001477552  0.001477552  0.02872939  0.007257031  0.008102628
## demo$gender3 -0.042172705 -0.042172705 -0.03088632  0.028495192  0.029757280
## demo$gender4  0.005258125  0.005258125 -0.02975189 -0.016767966 -0.015994354
##                        46          47          48            49            50
## (Intercept)   0.261518063  0.10806892  0.08107299  0.0481919947  0.0481919947
## demo$gender1  0.011273703  0.03490771  0.04010485  0.0412705502  0.0412705502
## demo$gender2  0.003356387  0.02445728  0.02345550  0.0300453606  0.0300453606
## demo$gender3  0.032599584  0.02013621  0.01892701 -0.0005729471 -0.0005729471
## demo$gender4 -0.011518063 -0.02698784 -0.02844141 -0.0481919947 -0.0481919947
##                        51          52          53           54           55
## (Intercept)   0.085650966  0.05414214  0.08180077  0.085650966  0.156871250
## demo$gender1  0.004808925  0.03605096  0.03936198  0.004808925  0.001214340
## demo$gender2  0.001477552  0.02872939  0.02638171  0.001477552 -0.008756617
## demo$gender3 -0.042172705 -0.03088632  0.01819923 -0.042172705 -0.036871250
## demo$gender4  0.005258125 -0.02975189 -0.02916919  0.005258125  0.009795416
##                        56          57          58           59          60
## (Intercept)   0.085650966  0.13335526  0.10554293  0.078426352  0.08888567
## demo$gender1  0.004808925  0.02952645  0.03393629  0.009830574  0.03030188
## demo$gender2  0.001477552  0.01581920  0.01785073  0.002665166  0.02247538
## demo$gender3 -0.042172705  0.02453948  0.02266220 -0.020648574 -0.02842055
## demo$gender4  0.005258125 -0.02224415 -0.02446185 -0.008658910 -0.02547103
##                       61           62          63           64           65
## (Intercept)   0.06525155  0.104514347  0.08352610  0.139921044  0.085650966
## demo$gender1  0.02344798  0.003643876  0.04104542  0.001955360  0.004808925
## demo$gender2  0.01515327 -0.001405369  0.02987427 -0.007082257  0.001477552
## demo$gender3 -0.02888792 -0.040684560  0.01647390 -0.037880228 -0.042172705
## demo$gender4 -0.01763251  0.006596764 -0.03089452  0.009015126  0.005258125
##                       66           67          68           69           70
## (Intercept)   0.07100276  0.085650966  0.05338522  0.085650966  0.085650966
## demo$gender1  0.03288202  0.004808925  0.03586955  0.004808925  0.004808925
## demo$gender2  0.02584056  0.001477552  0.02664005  0.001477552  0.001477552
## demo$gender3 -0.02338371 -0.042172705 -0.03012940 -0.042172705 -0.042172705
## demo$gender4 -0.03100276  0.005258125 -0.02899497  0.005258125  0.005258125
##                        71            72           73           74           75
## (Intercept)   0.085650966  0.0481919947  0.156871250  0.143748432  0.156871250
## demo$gender1  0.004808925  0.0412705502  0.001214340  0.021939390  0.001214340
## demo$gender2  0.001477552  0.0300453606 -0.008756617  0.008871486 -0.008756617
## demo$gender3 -0.042172705 -0.0005729471 -0.036871250  0.014146305 -0.036871250
## demo$gender4  0.005258125 -0.0481919947  0.009795416 -0.032637321  0.009795416
##                        76           77           78           79           80
## (Intercept)   0.068130615  0.085650966  0.085650966  0.140057974  0.085650966
## demo$gender1  0.037594746  0.004808925  0.004808925  0.001804264  0.004808925
## demo$gender2  0.025880077  0.001477552  0.001477552 -0.006520374  0.001477552
## demo$gender3  0.005040117 -0.042172705 -0.042172705 -0.038017157 -0.042172705
## demo$gender4 -0.042489589  0.005258125  0.005258125  0.008878197  0.005258125
##                        81           82           83          84          85
## (Intercept)   0.085650966  0.078426352  0.078426352  0.06813604  0.06804811
## demo$gender1  0.004808925  0.009830574  0.009830574  0.03227666  0.03195233
## demo$gender2  0.001477552  0.002665166  0.002665166  0.02077616  0.02083667
## demo$gender3 -0.042172705 -0.020648574 -0.020648574  0.01757824  0.01766618
## demo$gender4  0.005258125 -0.008658910 -0.008658910 -0.02813604 -0.02804811
##                        86           87           88          89           90
## (Intercept)   0.060191984  0.116607164  0.084176740  0.08180077  0.072727488
## demo$gender1  0.027984997  0.005906682  0.014551114  0.03936198  0.017842971
## demo$gender2  0.017735596 -0.001432278  0.006366817  0.02638171  0.013111734
## demo$gender3  0.000273132 -0.018734823 -0.011449468  0.01819923 -0.050505266
## demo$gender4 -0.035801740 -0.005496053  0.001537545 -0.02916919 -0.002960046
##                        91          92            93           94            95
## (Intercept)   0.085650966  0.08107299  0.0481919947  0.076417711  0.0481919947
## demo$gender1  0.004808925  0.04010485  0.0412705502  0.025005533  0.0412705502
## demo$gender2  0.001477552  0.02345550  0.0300453606  0.011866649  0.0300453606
## demo$gender3 -0.042172705  0.01892701 -0.0005729471  0.009296574 -0.0005729471
## demo$gender4  0.005258125 -0.02844141 -0.0481919947 -0.036417711 -0.0481919947
##                         96           97            98          99          100
## (Intercept)   0.0481919947  0.085650966  0.0601061778  0.05877936  0.161101198
## demo$gender1  0.0412705502  0.004808925  0.0276679664  0.04527750  0.024322460
## demo$gender2  0.0300453606  0.001477552  0.0177952069  0.03224884  0.009287745
## demo$gender3 -0.0005729471 -0.042172705  0.0003589384  0.01439137  0.028087991
## demo$gender4 -0.0481919947  0.005258125 -0.0357159339 -0.03313834 -0.018244056
##                       101          102           103           104         105
## (Intercept)   0.085650966  0.085650966  0.0601061778  0.0481919947  0.05933934
## demo$gender1  0.004808925  0.004808925  0.0276679664  0.0412705502  0.03133143
## demo$gender2  0.001477552  0.001477552  0.0177952069  0.0300453606  0.02589681
## demo$gender3 -0.042172705 -0.042172705  0.0003589384 -0.0005729471 -0.05933934
## demo$gender4  0.005258125  0.005258125 -0.0357159339 -0.0481919947 -0.01172029
##                       106         107          108          109         110
## (Intercept)   0.068130615  0.08168258  0.133485794  0.072727488  0.08168258
## demo$gender1  0.037594746  0.02017860  0.004825268  0.017842971  0.02017860
## demo$gender2  0.025880077  0.01098940 -0.007024891  0.013111734  0.01098940
## demo$gender3  0.005040117 -0.02121747 -0.016819127 -0.050505266 -0.02121747
## demo$gender4 -0.042489589 -0.01826795 -0.003051011 -0.002960046 -0.01826795
##                       111           112         113         114         115
## (Intercept)   0.085650966  0.0481919947  0.11541169  0.13152042  0.16091148
## demo$gender1  0.004808925  0.0412705502  0.02581712  0.02773705  0.02296749
## demo$gender2  0.001477552  0.0300453606  0.01113174  0.01210409  0.01007355
## demo$gender3 -0.042172705 -0.0005729471  0.01279344  0.02637431  0.02827771
## demo$gender4  0.005258125 -0.0481919947 -0.03433061 -0.02040931 -0.01805433
##                        116          117          118          119           120
## (Intercept)   0.0481919947  0.085650966  0.067368539  0.226177500  0.0481919947
## demo$gender1  0.0412705502  0.004808925  0.038144055  0.016543947  0.0412705502
## demo$gender2  0.0300453606  0.001477552  0.023044541  0.005224482  0.0300453606
## demo$gender3 -0.0005729471 -0.042172705  0.005802193  0.030965358 -0.0005729471
## demo$gender4 -0.0481919947  0.005258125 -0.041727513 -0.014056287 -0.0481919947
##                       121           122          123         124           125
## (Intercept)   0.085650966  0.0481919947  0.085650966  0.16091148  0.1026487483
## demo$gender1  0.004808925  0.0412705502  0.004808925  0.02296749  0.0120702435
## demo$gender2  0.001477552  0.0300453606  0.001477552  0.01007355  0.0057625584
## demo$gender3 -0.042172705 -0.0005729471 -0.042172705  0.02827771 -0.0049743297
## demo$gender4  0.005258125 -0.0481919947  0.005258125 -0.01805433 -0.0002097239
##                       126          127          128          129          130
## (Intercept)   0.085650966  0.139921044  0.670484718  0.090621339  0.085650966
## demo$gender1  0.004808925  0.001955360 -0.002294830  0.032031598  0.004808925
## demo$gender2  0.001477552 -0.007082257  0.002600713  0.016930569  0.001477552
## demo$gender3 -0.042172705 -0.037880228  0.021822974  0.009378661 -0.042172705
## demo$gender4  0.005258125  0.009015126 -0.003818051 -0.037989760  0.005258125
##                       131           132          133           134          135
## (Intercept)   0.261518063  0.0481919947  0.140057974  0.0481919947  0.085650966
## demo$gender1  0.011273703  0.0412705502  0.001804264  0.0412705502  0.004808925
## demo$gender2  0.003356387  0.0300453606 -0.006520374  0.0300453606  0.001477552
## demo$gender3  0.032599584 -0.0005729471 -0.038017157 -0.0005729471 -0.042172705
## demo$gender4 -0.011518063 -0.0481919947  0.008878197 -0.0481919947  0.005258125
##                        136          137          138         139          140
## (Intercept)   0.0601061778  0.085650966  0.068077535  0.06516778  0.085650966
## demo$gender1  0.0276679664  0.004808925  0.037420632  0.02313792  0.004808925
## demo$gender2  0.0177952069  0.001477552  0.025894951  0.01521200  0.001477552
## demo$gender3  0.0003589384 -0.042172705  0.005093197 -0.02880414 -0.042172705
## demo$gender4 -0.0357159339  0.005258125 -0.042436509 -0.01754873  0.005258125
##                      141          142          143          144           145
## (Intercept)   0.16091148  0.085650966  0.085650966  0.118224138  0.0601061778
## demo$gender1  0.02296749  0.004808925  0.004808925  0.027711821  0.0276679664
## demo$gender2  0.01007355  0.001477552  0.001477552  0.017674382  0.0177952069
## demo$gender3  0.02827771 -0.042172705 -0.042172705  0.009980991  0.0003589384
## demo$gender4 -0.01805433  0.005258125  0.005258125 -0.037143056 -0.0357159339
##                       146          147          148           149          150
## (Intercept)   0.085650966  0.078426352  0.670484718  0.0481919947  0.138723227
## demo$gender1  0.004808925  0.009830574 -0.002294830  0.0412705502  0.017869787
## demo$gender2  0.001477552  0.002665166  0.002600713  0.0300453606  0.004744802
## demo$gender3 -0.042172705 -0.020648574  0.021822974 -0.0005729471  0.030507542
## demo$gender4  0.005258125 -0.008658910 -0.003818051 -0.0481919947 -0.014398903
##                       151          152         153           154         155
## (Intercept)   0.085650966  0.085650966  0.10806892  8.773243e-02  0.05877936
## demo$gender1  0.004808925  0.004808925  0.03490771  1.211263e-02  0.04527750
## demo$gender2  0.001477552  0.001477552  0.02445728 -4.393286e-06  0.03224884
## demo$gender3 -0.042172705 -0.042172705  0.02013621  9.941988e-03  0.01439137
## demo$gender4  0.005258125  0.005258125 -0.02698784 -2.431780e-02 -0.03313834
##                       156          157         158           159          160
## (Intercept)   0.085650966  0.085650966  0.11737247  8.773243e-02  0.122529998
## demo$gender1  0.004808925  0.004808925  0.02882977  1.211263e-02  0.002886126
## demo$gender2  0.001477552  0.001477552  0.01400142 -4.393286e-06 -0.004619803
## demo$gender3 -0.042172705 -0.042172705  0.01083266  9.941988e-03 -0.039196665
## demo$gender4  0.005258125  0.005258125 -0.03629139 -2.431780e-02  0.007904785
##                        161           162          163          164
## (Intercept)   0.0481919947  0.0481919947  0.078426352  0.263375561
## demo$gender1  0.0412705502  0.0412705502  0.009830574  0.014990968
## demo$gender2  0.0300453606  0.0300453606  0.002665166  0.005211617
## demo$gender3 -0.0005729471 -0.0005729471 -0.020648574  0.030742086
## demo$gender4 -0.0481919947 -0.0481919947 -0.008658910 -0.013375561
##                        165          166         167          168           169
## (Intercept)   0.0481919947  0.072645650  0.07031161  0.226177500  0.0481919947
## demo$gender1  0.0412705502  0.017539580  0.03358698  0.016543947  0.0412705502
## demo$gender2  0.0300453606  0.013169610  0.02306213  0.005224482  0.0300453606
## demo$gender3 -0.0005729471 -0.050423427 -0.02269256  0.030965358 -0.0005729471
## demo$gender4 -0.0481919947 -0.002878208 -0.03031161 -0.014056287 -0.0481919947
##                       170          171           172          173          174
## (Intercept)   0.085650966  0.085650966  0.0975975243  0.192649138  0.078426352
## demo$gender1  0.004808925  0.004808925  0.0069942783  0.020473813  0.009830574
## demo$gender2  0.001477552  0.001477552  0.0003492644  0.007265638  0.002665166
## demo$gender3 -0.042172705 -0.042172705 -0.0193366548  0.029573084 -0.020648574
## demo$gender4  0.005258125  0.005258125 -0.0066884334 -0.016178549 -0.008658910
##                      175         176         177         178         179
## (Intercept)   0.16439860  0.05414214  0.13152042  0.06804811  0.13152042
## demo$gender1  0.02831008  0.03605096  0.02773705  0.03195233  0.02773705
## demo$gender2  0.01519233  0.02872939  0.01210409  0.02083667  0.01210409
## demo$gender3  0.02479059 -0.03088632  0.02637431  0.01766618  0.02637431
## demo$gender4 -0.02154146 -0.02975189 -0.02040931 -0.02804811 -0.02040931
##                        180          181         182          183          184
## (Intercept)   0.0718203971  0.085650966  0.13152042  0.078426352  0.078426352
## demo$gender1  0.0154331706  0.004808925  0.02773705  0.009830574  0.009830574
## demo$gender2  0.0065109686  0.001477552  0.01210409  0.002665166  0.002665166
## demo$gender3  0.0009068756 -0.042172705  0.02637431 -0.020648574 -0.020648574
## demo$gender4 -0.0242013495  0.005258125 -0.02040931 -0.008658910 -0.008658910
##                       185          186         187          188          189
## (Intercept)   0.085650966  0.085650966  0.05338522  0.140303364  0.085650966
## demo$gender1  0.004808925  0.004808925  0.03586955  0.002068861  0.004808925
## demo$gender2  0.001477552  0.001477552  0.02664005 -0.006048800  0.001477552
## demo$gender3 -0.042172705 -0.042172705 -0.03012940 -0.038262548 -0.042172705
## demo$gender4  0.005258125  0.005258125 -0.02899497  0.008632806  0.005258125
##                       190         191         192           193          194
## (Intercept)   0.085650966  0.08107299  0.06813604  0.0481919947  0.079150944
## demo$gender1  0.004808925  0.04010485  0.03227666  0.0412705502  0.010006612
## demo$gender2  0.001477552  0.02345550  0.02077616  0.0300453606  0.004662904
## demo$gender3 -0.042172705  0.01892701  0.01757824 -0.0005729471 -0.021373166
## demo$gender4  0.005258125 -0.02844141 -0.02813604 -0.0481919947 -0.009383502
##                        195           196          197          198          199
## (Intercept)   0.0481919947  0.0481919947  0.084176740  0.173683948  0.067368539
## demo$gender1  0.0412705502  0.0412705502  0.014551114  0.018348012  0.038144055
## demo$gender2  0.0300453606  0.0300453606  0.006366817  0.005951617  0.023044541
## demo$gender3 -0.0005729471 -0.0005729471 -0.011449468  0.015505241  0.005802193
## demo$gender4 -0.0481919947 -0.0481919947  0.001537545 -0.030826805 -0.041727513
##                       200          201          202          203          204
## (Intercept)   0.067368539  0.085650966  0.085650966  0.085650966  0.085650966
## demo$gender1  0.038144055  0.004808925  0.004808925  0.004808925  0.004808925
## demo$gender2  0.023044541  0.001477552  0.001477552  0.001477552  0.001477552
## demo$gender3  0.005802193 -0.042172705 -0.042172705 -0.042172705 -0.042172705
## demo$gender4 -0.041727513  0.005258125  0.005258125  0.005258125  0.005258125
##                       205           206         207          208          209
## (Intercept)   0.115584629  0.0481919947  0.05933934  0.060191984  0.085650966
## demo$gender1  0.005891738  0.0412705502  0.03133143  0.027984997  0.004808925
## demo$gender2 -0.004484938  0.0300453606  0.02589681  0.017735596  0.001477552
## demo$gender3 -0.017712289 -0.0005729471 -0.05933934  0.000273132 -0.042172705
## demo$gender4 -0.004473518 -0.0481919947 -0.01172029 -0.035801740  0.005258125
##                       210           211         212         213          214
## (Intercept)   0.060191984  0.0481919947  0.06525155  0.13152042  0.072645650
## demo$gender1  0.027984997  0.0412705502  0.02344798  0.02773705  0.017539580
## demo$gender2  0.017735596  0.0300453606  0.01515327  0.01210409  0.013169610
## demo$gender3  0.000273132 -0.0005729471 -0.02888792  0.02637431 -0.050423427
## demo$gender4 -0.035801740 -0.0481919947 -0.01763251 -0.02040931 -0.002878208
##                       215          216          217          218          219
## (Intercept)   0.085650966  0.085650966  0.085650966  0.076417711  0.156871250
## demo$gender1  0.004808925  0.004808925  0.004808925  0.025005533  0.001214340
## demo$gender2  0.001477552  0.001477552  0.001477552  0.011866649 -0.008756617
## demo$gender3 -0.042172705 -0.042172705 -0.042172705  0.009296574 -0.036871250
## demo$gender4  0.005258125  0.005258125  0.005258125 -0.036417711  0.009795416
##                       220           221          222         223          224
## (Intercept)   0.085650966  0.0481919947  0.085650966  0.05933934  0.084176740
## demo$gender1  0.004808925  0.0412705502  0.004808925  0.03133143  0.014551114
## demo$gender2  0.001477552  0.0300453606  0.001477552  0.02589681  0.006366817
## demo$gender3 -0.042172705 -0.0005729471 -0.042172705 -0.05933934 -0.011449468
## demo$gender4  0.005258125 -0.0481919947  0.005258125 -0.01172029  0.001537545
##                       225          226         227           228           229
## (Intercept)   0.261518063  0.091403806  0.05414214  0.0481919947  0.0481919947
## demo$gender1  0.011273703  0.031467053  0.03605096  0.0412705502  0.0412705502
## demo$gender2  0.003356387  0.019842514  0.02872939  0.0300453606  0.0300453606
## demo$gender3  0.032599584  0.008596194 -0.03088632 -0.0005729471 -0.0005729471
## demo$gender4 -0.011518063 -0.038772227 -0.02975189 -0.0481919947 -0.0481919947
##                      230          231         232          233          234
## (Intercept)   0.11541169  0.205626421  0.06590818  0.085650966  0.085650966
## demo$gender1  0.02581712  0.014326708  0.02331662  0.004808925  0.004808925
## demo$gender2  0.01113174  0.003859746  0.01725451  0.001477552  0.001477552
## demo$gender3  0.01279344  0.016595801 -0.02954455 -0.042172705 -0.042172705
## demo$gender4 -0.03433061 -0.029155833 -0.01828914  0.005258125  0.005258125
##                      235         236          237          238          239
## (Intercept)   0.05338522  0.13152042  0.140124978  0.118231860  0.079150944
## demo$gender1  0.03586955  0.02773705  0.002067748  0.027718272  0.010006612
## demo$gender2  0.02664005  0.01210409 -0.006582843  0.017691098  0.004662904
## demo$gender3 -0.03012940  0.02637431 -0.038084162  0.009973269 -0.021373166
## demo$gender4 -0.02899497 -0.02040931  0.008811192 -0.037150779 -0.009383502
##                       240           241           242          243          244
## (Intercept)   0.076505649  0.0481919947  0.0481919947  0.156871250  0.085650966
## demo$gender1  0.025329855  0.0412705502  0.0412705502  0.001214340  0.004808925
## demo$gender2  0.011806141  0.0300453606  0.0300453606 -0.008756617  0.001477552
## demo$gender3  0.009208636 -0.0005729471 -0.0005729471 -0.036871250 -0.042172705
## demo$gender4 -0.036505649 -0.0481919947 -0.0481919947  0.009795416  0.005258125
##                      245          246          247          248           249
## (Intercept)   0.08352610  0.123065448  0.076505649  0.104328818  0.0481919947
## demo$gender1  0.04104542  0.016764604  0.025329855  0.003642343  0.0412705502
## demo$gender2  0.02987427  0.004181383  0.011806141 -0.001960424  0.0300453606
## demo$gender3  0.01647390  0.016934552  0.009208636 -0.040499031 -0.0005729471
## demo$gender4 -0.03089452 -0.028328606 -0.036505649  0.006782293 -0.0481919947
##                       250          251          252         253          254
## (Intercept)   0.085650966  0.156871250  0.085650966  0.05877936  0.156871250
## demo$gender1  0.004808925  0.001214340  0.004808925  0.04527750  0.001214340
## demo$gender2  0.001477552 -0.008756617  0.001477552  0.03224884 -0.008756617
## demo$gender3 -0.042172705 -0.036871250 -0.042172705  0.01439137 -0.036871250
## demo$gender4  0.005258125  0.009795416  0.005258125 -0.03313834  0.009795416
##                        255         256          257          258           259
## (Intercept)   0.0481919947  0.16122120  0.085650966  0.261518063  0.0481919947
## demo$gender1  0.0412705502  0.02395300  0.004808925  0.011273703  0.0412705502
## demo$gender2  0.0300453606  0.01001721  0.001477552  0.003356387  0.0300453606
## demo$gender3 -0.0005729471  0.02796799 -0.042172705  0.032599584 -0.0005729471
## demo$gender4 -0.0481919947 -0.01836406  0.005258125 -0.011518063 -0.0481919947
##                       260         261          262          263          264
## (Intercept)   0.261518063  0.06525155  0.226177500  0.226177500  0.085650966
## demo$gender1  0.011273703  0.02344798  0.016543947  0.016543947  0.004808925
## demo$gender2  0.003356387  0.01515327  0.005224482  0.005224482  0.001477552
## demo$gender3  0.032599584 -0.02888792  0.030965358  0.030965358 -0.042172705
## demo$gender4 -0.011518063 -0.01763251 -0.014056287 -0.014056287  0.005258125
##                       265          266           267          268         269
## (Intercept)   0.085650966  0.085650966  0.0481919947  0.085650966  0.09868111
## demo$gender1  0.004808925  0.004808925  0.0412705502  0.004808925  0.01689601
## demo$gender2  0.001477552  0.001477552  0.0300453606  0.001477552  0.00867112
## demo$gender3 -0.042172705 -0.042172705 -0.0005729471 -0.042172705  0.02512842
## demo$gender4  0.005258125  0.005258125 -0.0481919947  0.005258125 -0.01868111
##                      270          271          272          273         274
## (Intercept)   0.06116782  0.078426352  0.261518063  0.085650966  0.08107299
## demo$gender1  0.04034960  0.009830574  0.011273703  0.004808925  0.04010485
## demo$gender2  0.02989378  0.002665166  0.003356387  0.001477552  0.02345550
## demo$gender3 -0.01354877 -0.020648574  0.032599584 -0.042172705  0.01892701
## demo$gender4 -0.02116782 -0.008658910 -0.011518063  0.005258125 -0.02844141
##                       275          276         277         278          279
## (Intercept)   0.078426352  0.085650966  0.16389809  0.08185545  0.192455613
## demo$gender1  0.009830574  0.004808925  0.02498543  0.03954031  0.019076682
## demo$gender2  0.002665166  0.001477552  0.01701546  0.02636744  0.008082196
## demo$gender3 -0.020648574 -0.042172705  0.02529110  0.01814455  0.029766609
## demo$gender4 -0.008658910  0.005258125 -0.02104095 -0.02922387 -0.015985025
##                      280          281          282           283          284
## (Intercept)   0.08180077  0.085650966  0.085650966  0.0718203971  0.060191984
## demo$gender1  0.03936198  0.004808925  0.004808925  0.0154331706  0.027984997
## demo$gender2  0.02638171  0.001477552  0.001477552  0.0065109686  0.017735596
## demo$gender3  0.01819923 -0.042172705 -0.042172705  0.0009068756  0.000273132
## demo$gender4 -0.02916919  0.005258125  0.005258125 -0.0242013495 -0.035801740
##                      285          286           287          288          289
## (Intercept)   0.06516778  0.156871250  0.0718203971  0.122851352  0.139921044
## demo$gender1  0.02313792  0.001214340  0.0154331706  0.002733224  0.001955360
## demo$gender2  0.01521200 -0.008756617  0.0065109686 -0.003502840 -0.007082257
## demo$gender3 -0.02880414 -0.036871250  0.0009068756 -0.039518018 -0.037880228
## demo$gender4 -0.01754873  0.009795416 -0.0242013495  0.007583431  0.009015126
##                       290          291           292          293          294
## (Intercept)   0.085650966  0.085650966  0.0601061778  0.072645650  0.067368539
## demo$gender1  0.004808925  0.004808925  0.0276679664  0.017539580  0.038144055
## demo$gender2  0.001477552  0.001477552  0.0177952069  0.013169610  0.023044541
## demo$gender3 -0.042172705 -0.042172705  0.0003589384 -0.050423427  0.005802193
## demo$gender4  0.005258125  0.005258125 -0.0357159339 -0.002878208 -0.041727513
##                      295           296          297         298          299
## (Intercept)   0.06599196  0.0481919947  0.156871250  0.06599196  0.104328818
## demo$gender1  0.02362668  0.0412705502  0.001214340  0.02362668  0.003642343
## demo$gender2  0.01719578  0.0300453606 -0.008756617  0.01719578 -0.001960424
## demo$gender3 -0.02962832 -0.0005729471 -0.036871250 -0.02962832 -0.040499031
## demo$gender4 -0.01837291 -0.0481919947  0.009795416 -0.01837291  0.006782293
##                       300           301          302          303          304
## (Intercept)   0.085650966  0.0481919947  0.085650966  0.090676023  0.077108867
## demo$gender1  0.004808925  0.0412705502  0.004808925  0.032209922  0.024300569
## demo$gender2  0.001477552  0.0300453606  0.001477552  0.016916298  0.014645081
## demo$gender3 -0.042172705 -0.0005729471 -0.042172705  0.009323977  0.008605419
## demo$gender4  0.005258125 -0.0481919947  0.005258125 -0.038044444 -0.037108867
##                       305          306         307         308         309
## (Intercept)   0.091800821  0.078426352  0.19234037  0.19460838  0.08180077
## demo$gender1  0.025293277  0.009830574  0.01946538  0.02238345  0.03936198
## demo$gender2  0.017728234  0.002665166  0.00734778  0.01123372  0.02638171
## demo$gender3 -0.006086535 -0.020648574  0.02988185  0.02761385  0.01819923
## demo$gender4 -0.011800821 -0.008658910 -0.01586979 -0.01813779 -0.02916919
##                       310          311          312
## (Intercept)   0.068130615  0.085650966  0.201984721
## demo$gender1  0.037594746  0.004808925  0.011545329
## demo$gender2  0.025880077  0.001477552  0.004883511
## demo$gender3  0.005040117 -0.042172705 -0.012795532
## demo$gender4 -0.042489589  0.005258125 -0.013413292
## 
## $f.perms
##                [,1]
##    [1,]  1.28523699
##    [2,]  0.60437660
##    [3,]  0.98245057
##    [4,]  0.97698462
##    [5,]  0.24564493
##    [6,]  0.21283333
##    [7,]  0.98063052
##    [8,]  0.58804902
##    [9,]  0.39409999
##   [10,]  0.21055150
##   [11,]  1.25087172
##   [12,]  1.41179937
##   [13,]  0.38480867
##   [14,]  0.22551571
##   [15,]  0.39058063
##   [16,]  0.36014226
##   [17,]  1.12769551
##   [18,]  0.71233303
##   [19,]  0.49429268
##   [20,]  0.68276245
##   [21,]  0.30768618
##   [22,]  0.42467050
##   [23,]  0.44304156
##   [24,]  0.48336556
##   [25,]  0.52855009
##   [26,]  0.24243197
##   [27,]  1.32224724
##   [28,]  1.16622041
##   [29,]  0.19127812
##   [30,]  0.50933606
##   [31,]  1.44196863
##   [32,]  1.24925682
##   [33,]  0.78784530
##   [34,]  0.74740466
##   [35,]  0.20168282
##   [36,]  0.42207464
##   [37,]  0.54945907
##   [38,]  0.40983611
##   [39,]  1.02433121
##   [40,]  1.13033538
##   [41,]  0.25445794
##   [42,]  1.05336023
##   [43,]  0.71602656
##   [44,]  0.64382191
##   [45,]  1.24148683
##   [46,]  0.86149711
##   [47,]  0.32216373
##   [48,]  0.60585723
##   [49,]  0.92877157
##   [50,]  0.33485513
##   [51,]  0.43139004
##   [52,]  0.57049616
##   [53,]  0.33482756
##   [54,]  1.24199306
##   [55,]  0.75955223
##   [56,]  0.54422951
##   [57,]  0.85009763
##   [58,]  0.17977657
##   [59,]  0.67214476
##   [60,]  0.48606441
##   [61,]  0.18241013
##   [62,]  0.61012421
##   [63,]  0.55581499
##   [64,]  1.16181082
##   [65,]  0.25967257
##   [66,]  0.33757173
##   [67,]  0.47198303
##   [68,]  0.39687396
##   [69,]  0.38978375
##   [70,]  0.77037102
##   [71,]  0.63616897
##   [72,]  1.58784024
##   [73,]  0.46985916
##   [74,]  0.26192961
##   [75,]  0.36202859
##   [76,]  0.65044931
##   [77,]  0.83257540
##   [78,]  0.56913997
##   [79,]  0.76420175
##   [80,]  1.30874818
##   [81,]  0.34362569
##   [82,]  0.47169333
##   [83,]  0.95410342
##   [84,]  1.16564387
##   [85,]  0.75356993
##   [86,]  0.51049676
##   [87,]  1.02662592
##   [88,]  1.79171414
##   [89,]  0.22538301
##   [90,]  0.40930810
##   [91,]  0.67257287
##   [92,]  0.40092308
##   [93,]  1.32961069
##   [94,]  0.54899978
##   [95,]  0.69915459
##   [96,]  1.68109630
##   [97,]  0.35267126
##   [98,]  0.30471586
##   [99,]  0.39770156
##  [100,]  0.65266805
##  [101,]  1.83204962
##  [102,]  1.58910105
##  [103,]  0.51555102
##  [104,]  0.48562368
##  [105,]  1.28584900
##  [106,]  1.75210020
##  [107,]  1.31873116
##  [108,]  0.71230130
##  [109,]  0.20929971
##  [110,]  0.27130964
##  [111,]  0.41088311
##  [112,]  0.62308769
##  [113,]  0.43775258
##  [114,]  1.13466573
##  [115,]  0.37530171
##  [116,]  0.77140146
##  [117,]  0.15057360
##  [118,]  0.99382975
##  [119,]  0.30392477
##  [120,]  0.96097303
##  [121,]  0.38749106
##  [122,]  0.33208149
##  [123,]  0.28847899
##  [124,]  0.37400196
##  [125,]  0.58660299
##  [126,]  1.37987026
##  [127,]  0.66566166
##  [128,]  0.13568123
##  [129,]  1.38219214
##  [130,]  0.51030137
##  [131,]  0.87613428
##  [132,]  1.76839342
##  [133,]  0.58933469
##  [134,]  1.19564137
##  [135,]  0.53126863
##  [136,]  0.36857737
##  [137,]  0.38691204
##  [138,]  0.33464403
##  [139,]  1.33413661
##  [140,]  0.23078780
##  [141,]  0.34554155
##  [142,]  0.65492515
##  [143,]  0.54782811
##  [144,]  0.24710231
##  [145,]  0.46839439
##  [146,]  0.63122276
##  [147,]  0.26539950
##  [148,]  0.66594961
##  [149,]  0.66925977
##  [150,]  0.43650249
##  [151,]  8.54913400
##  [152,]  0.16577395
##  [153,]  0.69997239
##  [154,]  1.01766091
##  [155,]  0.23961081
##  [156,]  1.00311340
##  [157,]  0.26468582
##  [158,]  1.50653400
##  [159,]  8.81540240
##  [160,]  0.49949548
##  [161,]  0.67987957
##  [162,]  0.60794691
##  [163,]  0.91678759
##  [164,]  0.24541007
##  [165,]  0.64364638
##  [166,]  0.91127434
##  [167,]  0.53667825
##  [168,]  0.25209757
##  [169,]  0.81763262
##  [170,]  0.36479090
##  [171,]  0.42458968
##  [172,]  0.30486858
##  [173,] 21.74178122
##  [174,]  1.10179559
##  [175,]  0.32016199
##  [176,]  1.16294563
##  [177,]  1.23821351
##  [178,]  0.54658069
##  [179,]  0.38236427
##  [180,]  0.41151975
##  [181,]  0.66481393
##  [182,]  0.94453478
##  [183,]  0.19908130
##  [184,]  1.35224243
##  [185,]  0.28841923
##  [186,]  0.65819993
##  [187,]  0.51428730
##  [188,]  0.40578937
##  [189,]  0.25593784
##  [190,]  0.39979914
##  [191,]  0.93140672
##  [192,]  0.52787495
##  [193,]  1.53169273
##  [194,]  1.63848705
##  [195,]  0.99648727
##  [196,]  0.32822066
##  [197,]  0.23770429
##  [198,]  0.82975494
##  [199,]  0.46916096
##  [200,]  0.82599128
##  [201,]  0.44061961
##  [202,]  0.72905448
##  [203,]  1.44476385
##  [204,]  0.39238503
##  [205,]  0.78397935
##  [206,]  0.59178903
##  [207,]  0.39939181
##  [208,]  1.30011053
##  [209,]  1.49547574
##  [210,]  0.06986807
##  [211,]  0.60817569
##  [212,]  0.46379796
##  [213,]  0.65361482
##  [214,]  0.89221272
##  [215,]  0.31320457
##  [216,]  0.48231025
##  [217,]  0.50568723
##  [218,]  0.46042870
##  [219,]  1.53454267
##  [220,]  0.97305568
##  [221,]  0.61235946
##  [222,]  0.26045811
##  [223,]  0.96864712
##  [224,]  0.51672545
##  [225,]  0.80141524
##  [226,]  1.44498090
##  [227,]  0.92349855
##  [228,]  0.50059188
##  [229,]  0.71477110
##  [230,]  0.46441127
##  [231,]  0.42165803
##  [232,]  1.89015692
##  [233,]  1.01301130
##  [234,]  1.05817768
##  [235,]  0.68820784
##  [236,]  0.49360832
##  [237,]  0.79624174
##  [238,]  1.09274457
##  [239,]  0.69962846
##  [240,]  0.81204532
##  [241,]  1.10074081
##  [242,]  0.22963305
##  [243,]  0.86814323
##  [244,]  0.34558459
##  [245,]  0.28058946
##  [246,]  0.30853993
##  [247,]  9.19393610
##  [248,]  0.34655683
##  [249,]  8.55102480
##  [250,]  1.43003541
##  [251,]  0.84210282
##  [252,]  1.56814144
##  [253,]  1.83422901
##  [254,]  1.88763525
##  [255,]  0.30179172
##  [256,]  0.60237572
##  [257,]  0.31813089
##  [258,]  0.34054278
##  [259,]  0.54406948
##  [260,]  0.63747450
##  [261,]  0.32740468
##  [262,]  0.74714896
##  [263,]  0.70868378
##  [264,]  0.53686210
##  [265,]  0.71726211
##  [266,]  0.65903183
##  [267,]  0.82732439
##  [268,]  1.05265299
##  [269,]  0.60510636
##  [270,]  0.17763694
##  [271,]  0.60829710
##  [272,]  1.04999079
##  [273,]  0.44646973
##  [274,]  0.26835498
##  [275,]  0.16042512
##  [276,]  0.53690255
##  [277,]  0.31710596
##  [278,]  1.02740122
##  [279,]  0.58400244
##  [280,]  0.68031536
##  [281,]  0.34533537
##  [282,]  0.35365111
##  [283,]  0.72744397
##  [284,]  0.95846525
##  [285,]  0.50986297
##  [286,]  0.68500893
##  [287,]  0.88449374
##  [288,]  0.95497142
##  [289,]  0.65264547
##  [290,]  0.90858217
##  [291,]  0.35417873
##  [292,]  0.83047403
##  [293,]  0.43234875
##  [294,]  0.44789380
##  [295,]  0.41807252
##  [296,]  0.24327919
##  [297,]  0.42656015
##  [298,]  9.06504945
##  [299,]  2.27125572
##  [300,]  1.02394684
##  [301,]  0.36414288
##  [302,] 21.58542518
##  [303,]  0.91390357
##  [304,]  0.76329399
##  [305,]  0.61458625
##  [306,]  0.54718098
##  [307,]  0.53003153
##  [308,]  0.39209863
##  [309,]  0.17212070
##  [310,]  0.98989653
##  [311,]  0.59680609
##  [312,]  0.60126995
##  [313,]  0.64367324
##  [314,]  0.43948585
##  [315,]  1.70867128
##  [316,]  1.13666318
##  [317,]  0.57989092
##  [318,]  0.52126869
##  [319,]  1.99588322
##  [320,]  0.21197562
##  [321,]  0.29351580
##  [322,]  0.89307486
##  [323,]  0.26558617
##  [324,]  0.12107703
##  [325,]  0.32748060
##  [326,]  0.39150090
##  [327,]  0.35297785
##  [328,]  0.63044053
##  [329,]  0.21304974
##  [330,]  0.33321704
##  [331,] 10.35784159
##  [332,]  0.91354319
##  [333,]  0.72890080
##  [334,]  0.63030554
##  [335,]  1.31351936
##  [336,]  0.40292443
##  [337,]  0.67089354
##  [338,]  9.13616649
##  [339,]  1.46583060
##  [340,]  1.33447624
##  [341,]  0.67654307
##  [342,]  0.34105330
##  [343,]  0.86972044
##  [344,]  0.51796114
##  [345,]  0.27015891
##  [346,]  0.22406410
##  [347,]  0.69773864
##  [348,]  0.74667840
##  [349,]  0.52952872
##  [350,]  0.42638532
##  [351,]  0.57189558
##  [352,]  0.18131759
##  [353,]  1.02888215
##  [354,]  0.64370452
##  [355,]  0.60813596
##  [356,]  0.33754504
##  [357,]  0.81571819
##  [358,]  1.21513010
##  [359,]  0.68760118
##  [360,]  1.01689477
##  [361,]  0.26869505
##  [362,]  0.14370893
##  [363,]  0.26581978
##  [364,]  1.14170591
##  [365,]  1.07480971
##  [366,]  0.99674165
##  [367,]  1.29509905
##  [368,]  2.23362088
##  [369,]  0.14285972
##  [370,]  0.36206940
##  [371,]  0.54730437
##  [372,]  0.38372570
##  [373,]  0.33599655
##  [374,]  0.28380041
##  [375,]  0.48635812
##  [376,]  1.66561639
##  [377,]  0.60010142
##  [378,]  0.68333536
##  [379,] 22.47574681
##  [380,]  0.45185030
##  [381,]  0.42889906
##  [382,]  1.69331528
##  [383,]  0.98500881
##  [384,]  0.44216523
##  [385,]  1.27599498
##  [386,]  0.51462788
##  [387,]  0.20747705
##  [388,]  0.30583806
##  [389,]  1.39084277
##  [390,]  0.17940324
##  [391,]  0.55885989
##  [392,]  0.53474172
##  [393,]  1.68060767
##  [394,]  0.27619141
##  [395,]  0.68915308
##  [396,]  0.29205051
##  [397,]  0.71832554
##  [398,]  0.63283073
##  [399,]  0.39760193
##  [400,]  0.20635027
##  [401,]  0.84759376
##  [402,]  0.39470357
##  [403,]  1.41207218
##  [404,]  0.56740443
##  [405,]  0.30990542
##  [406,]  0.83575113
##  [407,]  0.59440166
##  [408,]  0.12774226
##  [409,]  1.43407007
##  [410,]  0.23941336
##  [411,]  0.41123863
##  [412,]  0.25450713
##  [413,]  0.77869516
##  [414,]  0.39983098
##  [415,]  0.39841274
##  [416,]  1.60798641
##  [417,]  0.29660235
##  [418,]  0.43232433
##  [419,]  0.88289400
##  [420,]  0.28176898
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##  [980,]  0.30899161
##  [981,]  0.51205823
##  [982,]  0.53465746
##  [983,]  8.54094504
##  [984,]  0.35877212
##  [985,]  0.45796278
##  [986,]  0.62585961
##  [987,]  0.78743046
##  [988,]  0.83433829
##  [989,]  0.47542982
##  [990,]  0.46510605
##  [991,]  1.52564291
##  [992,]  0.20027201
##  [993,]  0.12540674
##  [994,]  0.82467901
##  [995,]  0.60120148
##  [996,]  0.27908299
##  [997,]  0.92215858
##  [998,] 22.34357036
##  [999,]  0.32615029
## 
## $model.matrix
##     (Intercept) demo$gender1 demo$gender2 demo$gender3 demo$gender4
## 1             1            0            1            0            0
## 2             1           -1           -1           -1           -1
## 3             1            1            0            0            0
## 4             1            1            0            0            0
## 5             1            1            0            0            0
## 6             1            1            0            0            0
## 7             1            0            1            0            0
## 8             1            1            0            0            0
## 9             1            1            0            0            0
## 10            1            0            1            0            0
## 11            1            1            0            0            0
## 12            1            1            0            0            0
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## 15            1            1            0            0            0
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## 23            1            0            1            0            0
## 24            1            0            1            0            0
## 25            1            1            0            0            0
## 26            1            1            0            0            0
## 27            1            0            1            0            0
## 28            1            1            0            0            0
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## 98            1            0            1            0            0
## 99            1            1            0            0            0
## 100           1            0            1            0            0
## 101           1            0            1            0            0
## 102           1            1            0            0            0
## 103           1            0            1            0            0
## 104           1            0            1            0            0
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## 201           1            1            0            0            0
## 202           1            1            0            0            0
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## 204           1            1            0            0            0
## 205           1            0            1            0            0
## 206           1            0            1            0            0
## 207           1            0            0            1            0
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## 214           1            1            0            0            0
## 215           1            0            1            0            0
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## 256           1            0            1            0            0
## 257           1            0            1            0            0
## 258           1            0            1            0            0
## 259           1            0            0            0            1
## 260           1            1            0            0            0
## 261           1            0            1            0            0
## 262           1            0            1            0            0
## 263           1            0            1            0            0
## 264           1            1            0            0            0
## 265           1            1            0            0            0
## 266           1            1            0            0            0
## 267           1            1            0            0            0
## 268           1            1            0            0            0
## 269           1            1            0            0            0
## 270           1            1            0            0            0
## 271           1            0            1            0            0
## 272           1            1            0            0            0
## 273           1            1            0            0            0
## 274           1            0            1            0            0
## 275           1            0            1            0            0
## 276           1            0            1            0            0
## 277           1            0            1            0            0
## 278           1            0            1            0            0
## 279           1            1            0            0            0
## 280           1            1            0            0            0
## 281           1            1            0            0            0
## 282           1            0            1            0            0
## 283           1            0            1            0            0
## 284           1            1            0            0            0
## 285           1            1            0            0            0
## 286           1            0            1            0            0
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## 288           1            1            0            0            0
## 289           1            0            1            0            0
## 290           1            1            0            0            0
## 291           1            1            0            0            0
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## 293           1            1            0            0            0
## 294           1            1            0            0            0
## 295           1            0            1            0            0
## 296           1            1            0            0            0
## 297           1            1            0            0            0
## 298           1            1            0            0            0
## 299           1            0            1            0            0
## 300           1            1            0            0            0
## 301           1            0            1            0            0
## 302           1            1            0            0            0
## 303           1            0            1            0            0
## 304           1            1            0            0            0
## 305           1            1            0            0            0
## 306           1            0            1            0            0
## 307           1            0            1            0            0
## 308           1            1            0            0            0
## 309           1            0            1            0            0
## 310           1            0            1            0            0
## 311           1            0            1            0            0
## 312           1            1            0            0            0
## 
## $terms
## sci_comm_orient ~ demo$gender
## attr(,"variables")
## list(sci_comm_orient, demo$gender)
## attr(,"factors")
##                 demo$gender
## sci_comm_orient           0
## demo$gender               1
## attr(,"term.labels")
## [1] "demo$gender"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to major.

Conclusion

Ultimately, what we can understand from all of this is that gender does not have a significant influence on the questions that were asked.

In summary, let’s take a look at the running list we are making of which questions were significant and not according to demographics:


NEXT